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@article{Postma2000, title = Detection of errors during speech production: a review of speech monitoring models authors = Albert Postma year = 2000 journal = Cognition month = 09 pages = 35 }
@inproceedings{Rasmussen2000, title = The infinite Gaussian mixture model authors = Carl Edward Rasmussen year = 2000 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://www.menem.com/ilya/digital_library/discrete_learning/rasmussen-00.pdf }
@book{Manning2000, title = Foundations of Statistical Natural Language Processing authors = Christopher D Manning and Hinrich Schutze year = 2000 month = 11 pages = 1--717 URL = http://citeseerx.ist.psu.edu.proxy2.library.illinois.edu/viewdoc/summary?doi }
@book{Steedman2000, title = The Syntactic Process authors = Mark Steedman year = 2000 month = 09 doi = 10.1162/coli.2000.27.1.146 }
@book{Shapiro2000, title = Computer Vision authors = Linda G Shapiro and George C Stockman year = 2000 month = 01 URL = http://www.amazon.com/Computer-Vision-Linda-G-Shapiro/dp/0130307963 }
@article{Marsaglia2000, title = A Simple Method for Generating Gamma Variables authors = George Marsaglia and Wai wan Tsang year = 2000 journal = ACM Transactions on Mathematical Software month = 09 pages = 363--372 volume = 26 URL = http://www.cparity.com/projects/AcmClassification/samples/358414.pdf }
@article{Ishwaran2000, title = Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models authors = Hemant Ishwaran and Mahmoud Zarepour year = 2000 journal = Biometrika month = 01 pages = 371--390 volume = 87 URL = http://www.ccs.miami.edu/~hishwaran/papers/beta2p.pdf }
@article{Bloom2001, title = Pr{\'e}cis of How Children Learn the Meanings of Words authors = Paul Bloom year = 2001 journal = Behavioral and Brain Sciences month = 01 number = 6 pages = 1095--1103 volume = 24 }
@article{Breiman2001, title = Statistical Modeling: The Two Cultures authors = Leo Breiman year = 2001 journal = Statistical Science month = 01 pages = 199--231 volume = 16 URL = http://www.stat.uchicago.edu/~lekheng/courses/191f09/breiman.pdf }
@article{Clark2001, title = Speaking in time authors = Herbert H Clark year = 2001 journal = Speech Communication month = 10 pages = 9 }
@phdthesis{Clark2001, title = Unsupervised Language Acquisition: Theory and Practice authors = Alexander Clark year = 2001 school = University of Sussex month = 09 URL = http://www.cs.rhul.ac.uk/home/alexc/papers/thesis.pdf }
@article{Senghas2001, title = Children Creating Language: How Nicaraguan Sign Language Acquired a Spatial Grammar authors = Ann Senghas and Marie Coppola year = 2001 journal = Psychological Science month = 07 pages = 1--6 volume = 12 }
@inproceedings{Covington2001, title = A fundamental algorithm for dependency parsing authors = M Covington year = 2001 booktitle = Proceedings of the 39th annual ACM southeast conference month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi }
@article{Forsyth2001, title = Automatic Detection of Human Nudes authors = David Forsyth and Margaret M Fleck year = 2001 journal = International Journal of Computer Vision month = 03 pages = 16 }
@article{MacEachern2001, title = Spatial Nonparametric Bayesian Models authors = Steven N MacEachern and Athanasios Kottas and Alan E Gelfand year = 2001 journal = Institute of Statistics and Decision Sciences, Duke University month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@inproceedings{Hale2001, title = A Probabilistic Earley Parser as a Psycholinguistic Model authors = John Hale year = 2001 booktitle = North American chapter of the Association for Computational Linguistics conference month = 01 URL = http://acl.ldc.upenn.edu/N/N01/N01-1021.pdf }
@book{Heckerman2001, title = A Tutorial on Learning With Bayesian Networks authors = David Heckerman year = 2001 month = 10 pages = 1--58 }
@article{Ishwaran2001, title = Gibbs Sampling Methods for Stick-Breaking Priors authors = Hemant Ishwaran and Lancelot James year = 2001 journal = Journal of the American Statistical Association month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@inproceedings{Johnson2001, title = Joint and conditional estimation of tagging and parsing models authors = Mark Johnson year = 2001 booktitle = Association for Computational Linguistics month = 01 URL = http://cat.inist.fr/?aModele }
@inproceedings{Viola2001, title = Rapid Object Detection using a Boosted Cascade of Simple Features authors = Paul Viola and Michael Jones year = 2001 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 10 pages = 8 }
@article{Kroch2001, title = Syntactic change authors = A Kroch year = 2001 journal = The handbook of contemporary syntactic theory month = 01 pages = 699--729 }
@article{Lamport2001, title = Paxos made simple authors = L Lamport year = 2001 journal = ACM SIGACT News month = 01 number = 4 pages = 18--25 volume = 32 }
@article{Parker2001, title = Paternal Behavior Is Associated With Central Neurohormone Receptor Binding Patterns in Meadow Voles (Microtus pennsylvanicus) authors = Karen J Parker and Lisa F Kinney and Katie M Phillips and Theresa M Lee year = 2001 journal = Behavioral Neuroscience month = 01 number = 6 pages = 1341--1348 volume = 115 }
@inproceedings{Watkinson2001, title = A Psychologically Plausible and Computationally Effective Approach to Learning Syntax authors = Stephen Watkinson and Suresh Manandhar year = 2001 booktitle = Conference on Computational Natural Language Learning month = 01 URL = http://www-users.cs.york.ac.uk/~suresh/spip.php?page }
@inproceedings{Watkinson2001, title = Acquisition of Large Scale Categorial Grammar Lexicons authors = Stephen Watkinson and Suresh Manandhar year = 2001 booktitle = PACLING month = 01 URL = http://www-users.cs.york.ac.uk/~suresh/spip.php?page }
@phdthesis{Minka2001, title = A family of algorithms for approximate Bayesian inference authors = T Minka year = 2001 school = MIT month = 01 URL = http://www.cs.princeton.edu/courses/archive/fall11/cos597C/reading/minka-thesis.pdf }
@inproceedings{Minka2001, title = Expectation Propagation for approximate Bayesian inference authors = Thomas Minka year = 2001 booktitle = Proceedings of the Seventeenth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-01) month = 01 pages = 362--369 }
@article{Sima'an2001, title = Building a Tree-Bank of Modern Hebrew Text authors = Khalil Sima'an and Alon Itai and Yoad Winter and Alon Altman and Noa Nativ year = 2001 journal = Traitement Automatique des Langues month = 01 volume = 42 URL = http://mila.cs.technion.ac.il/treebank/tal.pdf }
@inproceedings{Paskin2001, title = Grammatical Bigrams authors = Mark A Paskin year = 2001 booktitle = Advances in Neural Information Processing Systems month = 01 pages = 1--7 URL = http://ai.stanford.edu/~paskin/pubs/Paskin2001a.pdf }
@article{Penny2001, title = Variational Bayes for d-dimensional Gaussian Mixture Models authors = W D Penny year = 2001 journal = Technical Report month = 01 pages = 1--6 }
@inproceedings{Lafferty2001, title = Conditional random fields: Probabilistic models for segmenting and labeling sequence data authors = John D Lafferty and Andrew McCallum and Fernando Pereira year = 2001 booktitle = International conference on Machine learning month = 01 pages = 282--289 }
@article{Hirschberg2001, title = Learning Prosodic Features using a Tree Representation authors = Julia Hirschberg and Owen Rambow year = 2001 journal = Eurospeech month = 01 pages = 1--4 }
@inproceedings{McDonald2001, title = Testing the Distributional Hypothesis: The Influence of Context on Judgements of Semantic Similarity authors = Scott McDonald and Michael Ramscar year = 2001 booktitle = In Proceedings of the 31st AAAI Conference on Artificial Intelligence month = 01 pages = 611--616 URL = http://scholar.google.com/citations?view_op }
@inproceedings{Freitas2001, title = Variational MCMC authors = Nando de Freitas and Pedro Hojen-Sorensen and Michael I Jordan and Stuart J Russell year = 2001 booktitle = Proceedings of the Seventeenth Conference Annual Conference on Uncertainty in Artificial Intelligence (UAI-01) month = 01 pages = 120--127 URL = http://arxiv.org/pdf/1301.2266v1.pdf }
@article{Bleam2001, title = A Lexicalized Tree Adjoining Grammar for English authors = Tonia Bleam and Chung-hye Han and Rashmi Prasad and Carlos Prolo and Anoop Sarkar year = 2001 month = 02 pages = 1--341 URL = ftp://ftp.cis.upenn.edu/pub/xtag/release-2.24.2001/tech-report.pdf }
@article{Sato2001, title = Online model selection based on the variational Bayes authors = MA Sato year = 2001 journal = Neural computation month = 01 number = 7 pages = 1649--1681 volume = 13 }
@inproceedings{Hochreiter2001, title = Gradient flow in recurrent nets: the difficulty of learning long-term dependencies authors = S. Hochreiter and Y. Bengio and P. Frasconi and J. Schmidhuber year = 2001 booktitle = A Field Guide to Dynamical Recurrent Neural Networks pages = 237 -- 243 }
@article{Rayner2001, title = How Psychological Science Informs The Teahing of Reading authors = Keith Rayner and Barbara R Foorman and Charles A Perfetti and David Pesetsky and Mark S Seidenberg year = 2001 journal = Psychological Science in the Public Interest month = 12 pages = 44 }
@article{Crammer2001, title = On the Algorithmic Implementation of Multiclass Kernel-based Vector Machines authors = Koby Crammer and Yoram Singer year = 2001 journal = The Journal of Machine Learning Research month = 12 pages = 1--28 }
@article{Oliva2001, title = Modeling the Shape of the Scene: a Holistic Representation of the Spatial Envelope authors = Aude Oliva and Antonio Torralba year = 2001 journal = International Journal of Computer Vision month = 06 pages = 31 }
@book{Hopcroft2001, title = Introduction to Automata Theory Languages and Computation authors = John E Hopcroft and Rajeev Motwani and Jeffrey D Ullman year = 2001 month = 01 pages = 1--537 }
@inproceedings{Ng2001, title = On spectral clustering: Analysis and an algorithm authors = Andrew Y Ng and Michael I Jordan and Y Weiss year = 2001 booktitle = Advances in Neural Information Processing Systems month = 01 pages = 849--856 }
@article{Bozsahin2002, title = The Combinatory Morphemic Lexicon authors = Cem Bozsahin year = 2002 journal = Computational Linguistics month = 06 pages = 145--186 volume = 28 URL = http://acl.ldc.upenn.edu/J/J02/J02-2002.pdf }
@inproceedings{Collins2002, title = Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms authors = Michael Collins year = 2002 booktitle = Empirical Methods in Natural Language Processing month = 01 pages = 1--8 volume = 10 URL = http://portal.acm.org/citation.cfm?doid }
@article{Laud2002, title = Reinforcement learning and shaping: Encouraging intended behaviors authors = Adam Laud and Gerald Dejong year = 2002 journal = International conference on Machine learning month = 01 pages = 355--362 URL = http://www.grappa.univ-lille3.fr/~ppreux/docs/dynshap.pdf }
@article{Bates2002, title = Language, gesture, and the developing brain authors = Elizabeth Bates and Frederic Dick year = 2002 journal = Developmental Psychobiology month = 02 number = 3 pages = 293--310 volume = 40 }
@inproceedings{Collins2002, title = Convolution Kernels for Natural Language authors = Michael Collins and Nigel Duffy year = 2002 booktitle = Advances in Neural Information Processing Systems month = 01 pages = 625--632 URL = http://books.nips.cc/papers/files/nips14/AA58.pdf }
@article{Kohler2002, title = Hearing sounds, understanding actions: action representation in mirror neurons authors = E Kohler and C Keysers and M Umilta and L Fogassi year = 2002 journal = Science month = 01 URL = http://www.sciencemag.org/cgi/content/abstract/297/5582/846 }
@inproceedings{Duygulu2002, title = Object recognition as machine translation: Learning a lexicon for a fixed image vocabulary authors = Pinar Duygulu and Kobus Barnard and J de Freitas and David Forsyth year = 2002 booktitle = European Conference on Computer Vision month = 01 URL = http://www.springerlink.com/index/DMX4GC895QRRJKT4.pdf }
@article{Goodman2002, title = Efficient Parsing of DOP with PCFG-reductions authors = Joshua Goodman year = 2002 journal = Data Oriented Parsing month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@article{Haase2002, title = Java Message Service API Tutorial authors = Kim Haase year = 2002 month = 03 pages = 1--278 URL = http://docs.oracle.com/javaee/1.3/jms/tutorial/jms_tutorial-1_3_1.pdf }
@inproceedings{Clark2002, title = Evaluating a Wide-Coverage CCG Parser authors = Stephen Clark and Julia Hockenmaier year = 2002 URL = http://nlp.cs.illinois.edu/HockenmaierGroup/Papers/LREC2002/ClarkHockenmaier02.pdf }
@inproceedings{Geman2002, title = Dynamic programming for parsing and estimation of stochastic unification-based grammars authors = Stuart Geman and Mark Johnson year = 2002 booktitle = Association for Computational Linguistics month = 07 pages = 279--286 URL = http://www.aclweb.org/anthology-new/P/P02/P02-1036.pdf }
@inproceedings{Johnson2002, title = A simple pattern-matching algorithm for recovering empty nodes and their antecedents authors = Mark Johnson year = 2002 booktitle = Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 136--143 URL = http://acl.ldc.upenn.edu/P/P02/P02-1018.pdf }
@article{Elnozahy2002, title = A survey of rollback-recovery protocols in message-passing systems authors = E Elnozahy and Lorenzo Alvisi and Y Wang and D Johnson year = 2002 journal = ACM Computing Surveys (CSUR) month = 01 URL = http://portal.acm.org/citation.cfm?id }
@article{Glenberg2002, title = Grounding language in action authors = Arthur M Glenberg and Michael P Kaschak year = 2002 journal = Psychonomic Bulletin \\& Review month = 09 number = 3 pages = 558--565 volume = 9 doi = 10.3758/BF03196313 }
@article{Lee2002, title = Fast context-free grammar parsing requires fast boolean matrix multiplication authors = L Lee year = 2002 journal = Journal of the ACM month = 01 number = 1 pages = 15 volume = 49 }
@article{Shi2002, title = Normalized cuts and image segmentation authors = J Shi and Jitendra Malik year = 2002 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 number = 8 pages = 888--905 volume = 22 }
@article{Malouf2002, title = A comparison of algorithms for maximum entropy parameter estimation authors = R Malouf year = 2002 journal = International Conference On Computational Linguistics month = 01 pages = 1--7 }
@book{Watkinson2002, title = Unsupervised Lexical Learning with Categorial Grammars Using the LLL Corpus authors = Stephen Watkinson and Suresh Manandhar year = 2002 month = 02 number = Chapter 14 pages = 218--236 volume = 1925 doi = 10.1007/3-540-40030-3_14 }
@inproceedings{Klein2002, title = A generative constituent-context model for improved grammar induction authors = Dan Klein and Christopher D Manning year = 2002 booktitle = Association for Computational Linguistics month = 07 pages = 128--135 URL = http://portal.acm.org/citation.cfm?id }
@article{Stanley2002, title = Evolving neural networks through augmenting topologies authors = Kenneth Stanley and Risto Miikkulainen year = 2002 journal = Evolutionary Computation month = 01 doi = 10.1162/106365602320169811 }
@article{Minka2002, title = Beyond Newton's Method authors = T Minka year = 2002 journal = Microsoft month = 04 URL = http://research.microsoft.com/en-us/um/people/minka/papers/minka-newton.pdf }
@book{Mitchell2002, title = Machine Learning authors = Tom M Mitchell year = 2002 month = 01 pages = 1--421 }
@article{Tulai2002, title = Combining Competitive And Cooperative Coevolution For Training Cascade Neural Networks authors = A Tulai and F Oppacher year = 2002 journal = Genetic and Evolutionary Computation Conference month = 01 URL = ftp://ftp.cs.bham.ac.uk/pub/authors/W.B.Langdon/biblio/gecco2002/GA074.pdf }
@article{Pitman2002, title = Combinatorial Stochastic Processes authors = Jim Pitman year = 2002 journal = University of California Berkeley month = 08 pages = 1--231 URL = http://www.stat.berkeley.edu/~pitman/621.pdf }
@article{Pitman2002, title = Poisson--Dirichlet and GEM Invariant Distributions for Split-and-Merge Transformations of an Interval Partition authors = Jim Pitman year = 2002 journal = Combinatorics, Probability \\& Computing month = 09 number = 05 pages = 501--514 volume = 11 URL = http://journals.cambridge.org/action/displayAbstract?aid }
@inproceedings{Beal2002, title = The Infinite Hidden Markov Model authors = Matthew J Beal and Zoubin Ghahramani and Carl Edward Rasmussen year = 2002 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://mlg.eng.cam.ac.uk/zoubin/papers/ihmm.pdf }
@inproceedings{Ratnaparkhi2002, title = A Maximum Entropy Model for Prepositional Phrase Attachment authors = Adwait Ratnaparkhi and Jeff Reynar and Salim Roukos year = 2002 booktitle = In Proceedings of the ARPA Workshop on Human Language Technology month = 04 }
@article{Roy2002, title = Learning visually grounded words and syntax for a scene description task authors = Deb K Roy year = 2002 journal = Computer speech \\& language month = 07 number = 3-4 pages = 353--385 volume = 16 URL = http://linkinghub.elsevier.com/retrieve/pii/S0885230802000244 }
@article{Smith2002, title = Object name learning provides on-the-job training for attention authors = Linda B Smith and Susan S Jones and Barbara Landau and Lisa Gershkoff-Stowe and Larissa Samuelson year = 2002 journal = Psychological Science month = 01 pages = 13--19 }
@article{Kearns2002, title = Near-optimal reinforcement learning in polynomial time authors = Michael Kearns and S Singh year = 2002 journal = Machine learning month = 01 number = 2 pages = 209--232 volume = 49 }
@inproceedings{Hockenmaier2002, title = Generative Models for Statistical Parsing with Combinatory Categorial Grammar authors = Julia Hockenmaier and Mark Steedman year = 2002 booktitle = Proceedings of 40th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 335--342 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Clark2002, title = Building Deep Dependency Structures using a Wide-Coverage CCG Parser authors = Stephen Clark and Julia Hockenmaier and Mark Steedman year = 2002 booktitle = Proceedings of 40th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 327--334 URL = http://www.aclweb.org/anthology/P02-1042.pdf }
@article{Brafman2002, title = R-Max -- A General Polynomial Time Algorithm for Near-Optimal Reinforcement Learning authors = Ronen I. Brafman and Moshe Tennenholtz year = 2002 journal = Journal of Machine Learning Research month = October pages = 213 -- 231 volume = 3 }
@article{Villavicencio2002, title = The acquisition of a unification-based generalised categorial grammar authors = Aline Villavicencio year = 2002 journal = Univeristy of Cambridge month = 01 URL = http://www.cl.cam.ac.uk/TechReports/UCAM-CL-TR-533.pdf }
@article{Ishwaran2002, title = Exact and Approximate Sum Representations for the Dirichlet Process authors = Hemant Ishwaran and Mahmoud Zarepour year = 2002 journal = The Canadian Journal of Statistics month = 06 pages = 269--283 volume = 30 URL = http://people.ee.duke.edu/~lcarin/DP&DD.pdf }
@inproceedings{Papineni2002, title = {B}leu: a Method for Automatic Evaluation of Machine Translation authors = Kishore Papineni and Salim Roukos and Todd Ward and Wei-Jing Zhu year = 2002 booktitle = Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics month = ul, pages = 311--318 doi = 10.3115/1073083.1073135 URL = https://www.aclweb.org/anthology/P02-1040 }
@article{Varma2002, title = Classifying images of materials: Achieving viewpoint and illumination independence authors = Manik Varma and Andrew Zisserman year = 2002 journal = Lecture Notes in Computer Science month = 01 URL = http://www.springerlink.com/index/UR624F3GUCJJMP35.pdf }
@article{Baddeley2003, title = Working memory and language: an overview authors = A Baddeley year = 2003 journal = Journal of Communication Disorders month = 06 number = 3 pages = 189--208 volume = 36 }
@phdthesis{Beal2003, title = Variational algorithms for approximate Bayesian inference authors = Matthew J Beal year = 2003 month = 01 URL = http://www.google.com/search?client }
@article{Bottou2003, title = Stochastic learning authors = L{\'e}on Bottou year = 2003 journal = Advanced lectures on machine learning month = 01 URL = http://www.springerlink.com/index/wneac2xupugda9fc.pdf }
@article{Chouinard2003, title = Adult reformulations of child errors as negative evidence authors = Michelle M. Chouinard and Eve V. Clark year = 2003 journal = Journal of Child Language number = 3 pages = 637–669 volume = 30 doi = 10.1017/S0305000903005701 }
@article{Clark2003, title = Combining Distributional and Morphological Information for Part of Speech Induction authors = Alexander Clark year = 2003 journal = European Chapter of the Association for Computational Linguistics month = 01 pages = 59--66 }
@article{Collins2003, title = Head-Driven Statistical Models for Natural Language Parsing authors = Michael Collins year = 2003 journal = Computational Linguistics month = 12 number = 4 pages = 589--637 volume = 29 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Clark2003, title = Log-Linear Models for Wide-Coverage {CCG} Parsing authors = Stephen Clark and James Curran year = 2003 booktitle = Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing pages = 97--104 URL = http://www.aclweb.org/anthology/W03-1013.pdf }
@phdthesis{Curran2003, title = From Distributional to Semantic Similarity authors = James Curran year = 2003 school = University of Edinburgh month = 01 URL = http://www.era.lib.ed.ac.uk/bitstream/1842/563/2/IP030023.pdf }
@article{Diaconis2003, title = The Problem of Thinking Too Much authors = Persi Diaconis year = 2003 month = 01 URL = http://www-stat.stanford.edu/~cgates/PERSI/papers/thinking.pdf# }
@inproceedings{Dominey2003, title = Learning grammatical constructions in a miniature language from narrated video events authors = Peter Ford Dominey year = 2003 booktitle = Proceedings of the 25th Annual Meeting of the Cognitive Science Society, Boston month = 01 }
@article{Beal2003, title = The Variational Bayesian EM Algorithm for Incomplete Data: with Application to Scoring Graphical Model Structures authors = Matthew J Beal and Zoubin Ghahramani year = 2003 journal = Bayesian Statistics month = 01 URL = http://mlg.eng.cam.ac.uk/zoubin/papers/valencia02.pdf }
@inproceedings{Salakhutdinov2003, title = Optimization with EM and expectation-conjugate-gradient authors = Ruslan Salakhutdinov and S Roweis and Zoubin Ghahramani year = 2003 booktitle = International conference on Machine learning month = 01 number = 2 pages = 672 volume = 20 }
@article{Goldinger2003, title = Puzzle-solving science: the quixotic quest for units in speech perception authors = S Goldinger year = 2003 journal = Journal of Phonetics month = 10 number = 3-4 pages = 305--320 volume = 31 }
@article{Diligenti2003, title = Hidden Tree Markov Models for Document Image Classification authors = Michelangelo Diligenti and Paolo Frasconi and Marco Gori year = 2003 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 pages = 1--15 URL = http://www.google.com/url?sa }
@inproceedings{Penn2003, title = Topological parsing authors = G Penn and Mohammad Haji-Abdolhosseini year = 2003 booktitle = European Chapter of the Association for Computational Linguistics month = 01 pages = 283--290 }
@article{Rice2003, title = Tense Over Time: The Longitudinal Course of Tense Acquisition in Children With Specific Language Impairment authors = Mabel L Rice and Kenneth Wexler and Scott Hershberger year = 2003 journal = Journal of Speech, Language and Hearing Research month = 10 pages = 1--20 URL = http://www.google.com/search?client }
@phdthesis{Hockenmaier2003, title = Data and models for statistical parsing with Combinatory Categorial Grammar authors = Julia Hockenmaier year = 2003 school = School of Informatics. Edinburgh month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi }
@inproceedings{Hockenmaier2003, title = Parsing with generative models of predicate-argument structure authors = Julia Hockenmaier year = 2003 booktitle = Association for Computational Linguistics month = 01 pages = 366 }
@article{Kuperberg2003, title = Electrophysiological distinctions in processing conceptual relationships within simple sentences authors = Gina R Kuperberg and Tatiana Sitnikova and David Caplan and Phillip J Holcomb year = 2003 journal = Cognitive Brain Research month = 06 number = 1 pages = 117--129 volume = 17 URL = http://linkinghub.elsevier.com/retrieve/pii/S0926641003000867 }
@article{Hurford2003, title = Language Beyond Our Grasp: What Mirror Neurons Can, And Cannot, Do For Language Evolution authors = James R Hurford year = 2003 journal = The Evolution of Communication Systems: A Comparative Approach month = 09 pages = 1--16 URL = http://www.google.com/search?client }
@article{Hwa2003, title = Sample Selection for Statistical Parsing authors = Rebecca Hwa year = 2003 journal = Computational Linguistics month = 12 pages = 1--24 doi = 10.1162/0891201041850894 }
@inproceedings{Zelnik-Manor2003, title = Degeneracies, dependencies and their implications in multi-body and multi-sequence factorizations authors = Lihi Zelnik-Manor and Michal Irani year = 2003 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber }
@article{Bengio2003, title = A Neural Probabilistic Language Model authors = Yoshua Bengio and R{\'e}jean Ducharme and Pascal Vincent and Christian Jauvin year = 2003 journal = The Journal of Machine Learning Research month = 01 pages = 1137--1155 volume = 3 URL = http://jmlr.csail.mit.edu/papers/volume3/bengio03a/bengio03a.pdf }
@article{Andrieu2003, title = An introduction to MCMC for machine learning authors = Christophe Andrieu and Nando de Freitas and Arnaud Doucet and Michael I Jordan year = 2003 journal = Machine learning month = 01 URL = http://www.springerlink.com/index/XH62794161K70540.pdf }
@article{Barnard2003, title = Matching words and pictures authors = Kobus Barnard and Pinar Duygulu and David Forsyth and Nando de Freitas and David M Blei and Michael I Jordan year = 2003 journal = The Journal of Machine Learning Research month = 01 pages = 1107--1135 volume = 3 }
@article{Blei2003, title = Latent Dirichlet Allocation authors = David M Blei and Andrew Y Ng and Michael I Jordan year = 2003 journal = The Journal of Machine Learning Research month = 01 URL = http://portal.acm.org/citation.cfm?id }
@book{Wainwright2003, title = Graphical models, exponential families, and variational inference authors = Martin J Wainwright and Michael I Jordan year = 2003 month = 08 number = 1-2 pages = 1--305 volume = 1 URL = http://www.eecs.berkeley.edu/~wainwrig/Papers/WaiJorVariational03.pdf }
@inbook{Joshi2003, title = Starting with Complex Primitives Pays Off authors = Aravind K Joshi year = 2003 booktitle = Computational Linguistics and Intelligent Text Processing month = 02 number = Chapter 1 pages = 1--10 volume = 2588 doi = 10.1007/3-540-36456-0_1 }
@article{Chung2003, title = Generalizations of Polya's Urn Problem authors = Fan Chung and Shirin Handjani and Doug Jungreis year = 2003 journal = Annals of Combinatorics pages = 1--14 URL = http://www.math.ucsd.edu/~fan/wp/ballbin.pdf }
@article{Girolami2003, title = On an Equivalence between PLSI and LDA authors = Mark Girolami and Ata Kaban year = 2003 journal = SIGIR month = 01 URL = http://www.cs.bham.ac.uk/~axk/sigir2003_mgak.pdf }
@inproceedings{Dubey2003, title = Probabilistic Parsing for German using Sister-Head Dependencies authors = Amit Dubey and Frank Keller year = 2003 booktitle = Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics month = 01 URL = http://acl.ldc.upenn.edu/P/P03/P03-1013.pdf }
@article{Kleunder2003, title = Speech authors = Keith R Kleunder year = 2003 journal = Encyclopedia of the Human Brain month = 01 pages = 16 volume = 4 }
@book{MacKay2003, title = Information Theory, Inference, and Learning Algorithms authors = David JC MacKay year = 2003 month = 01 URL = http://www.cs.toronto.edu/~mackay/itprnn/book.pdf }
@article{Malt2003, title = Universality and language specificity in object naming authors = B Malt year = 2003 journal = Journal of Memory and Language month = 07 number = 1 pages = 20--42 volume = 49 }
@inproceedings{Klein2003, title = A* Parsing: Fast Exact Viterbi Parse Selection authors = Dan Klein and Christopher D Manning year = 2003 booktitle = Proceedings of the 1993 Workshop on Human Language Technology month = 01 pages = 40--47 URL = http://www.aclweb.org/anthology/N03-1016.pdf }
@inproceedings{Klein2003, title = Accurate Unlexicalized Parsing authors = Dan Klein and Christopher D Manning year = 2003 booktitle = Association for Computational Linguistics month = 01 URL = http://www.cs.berkeley.edu/~klein/papers/unlexicalized-parsing.pdf }
@inproceedings{Levy2003, title = Is it harder to parse Chinese, or the Chinese Treebank? authors = Roger Levy and Christopher D Manning year = 2003 booktitle = Proceedings of the 41st Annual Meeting on Association for Computational Linguistics month = 01 URL = http://acl.ldc.upenn.edu/P/P03/P03-1056.pdf }
@inproceedings{Klein2003, title = Fast Exact Inference with a Factored Model for Natural Language Parsing authors = Dan Klein and Christopher D Manning year = 2003 booktitle = In Advances in Neural Information Processing Systems NIPS month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@article{Yamada2003, title = Statistical Dependency Analysis with Support Vector Machines authors = Hiroyasu Yamada and Yuji Matsumoto year = 2003 journal = International Workshop on Parsing Technologies month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi }
@inproceedings{Yamada2003, title = Statistical Dependency Analysis With Support Vector Machines authors = Hiroyasu Yamada and Yuji Matsumoto year = 2003 booktitle = In proceedings of 8th International Workshop on Parsing Technologies month = 01 pages = 195--206 URL = http://www.jaist.jp/~h-yamada/pdf/iwpt2003.pdf }
@article{Mintz2003, title = Frequent frames as a cue for grammatical categories in child directed speech authors = Toben H Mintz year = 2003 journal = Cognition month = 11 number = 1 pages = 91--117 volume = 90 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027703001409 }
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@inproceedings{Nivre2003, title = An efficient algorithm for projective dependency parsing authors = Joakim Nivre year = 2003 booktitle = International Workshop on Parsing Technologies month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@inproceedings{Sha2003, title = Shallow parsing with conditional random fields authors = Fei Sha and Fernando Pereira year = 2003 booktitle = North American chapter of the Association for Computational Linguistics conference month = 01 pages = 213--220 }
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@book{Baclawski2003, title = An Introduction To Probability authors = Kenneth Baclawski and Gian-Carlo Rota year = 2003 month = 06 pages = 1--467 }
@inproceedings{Xing2003, title = A Generalized Mean Field Algorithm for Variational Inference in Exponential Families authors = Eric P Xing and Michael I Jordan and Stuart J Russell year = 2003 booktitle = Uncertainty in Artificial Intelligence month = 01 pages = 583--591 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@article{Thiessen2003, title = When cues collide: Use of stress and statistical cues to word boundaries by 7- to 9-month-old infants. authors = Erik D. Thiessen and Jenny R Saffran year = 2003 journal = Developmental Psychology month = 01 number = 4 pages = 706--716 volume = 39 URL = http://doi.apa.org/getdoi.cfm?doi }
@inproceedings{Ng2003, title = Autonomous helicopter flight via reinforcement learning authors = Andrew Y Ng and H Jin Kim and Michael I Jordan and Shankar Sastry year = 2003 booktitle = Advances in Neural Information Processing Systems month = 12 URL = http://www.cs.berkeley.edu/~jordan/papers/ng-etal03.pdf }
@inproceedings{Gildea2003, title = Identifying Semantic Roles Using Combinatory Categorial Grammar authors = Daniel Gildea and Julia Hockenmaier and Michael Collins and Mark Steedman year = 2003 booktitle = Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing month = 01 pages = 57--64 URL = http://www.aclweb.org/anthology/W03-1008.pdf }
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@article{Torralba2003, title = Contextual Priming for Object Detection authors = Antonio Torralba year = 2003 journal = International Journal of Computer Vision month = 05 pages = 23 }
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@book{Levine2004, title = Formal Grammar: Theory and Implementation (VANCOUVER STUDIES IN COGNITIVE SCIENCE, Vol. II) authors = Robert Levine year = 2004 month = 08 pages = 1--449 }
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@article{Slobin2004, title = Language and Thought Online: Cognitive Consequences of Linguistic Relativity authors = Dan Slobin year = 2004 journal = Language in mind: Advances in the study of language and thought month = 03 pages = 22 }
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@book{Strang2004, title = Linear Algebra and Its Applications 3e authors = Gilbert Strang year = 2004 month = 01 pages = 1--516 }
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@book{Boyd2004, title = Convex Optimization authors = Stephen Boyd and Lieven Vandenberghe year = 2004 month = 01 URL = http://www.stanford.edu/~boyd/cvxbook/bv_cvxbook.pdf }
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@inproceedings{Bikel2004, title = A Distributional Analysis of a Lexicalized Statistical Parsing Model authors = Daniel M Bikel and Dekang Lin and Dekai Wu year = 2004 booktitle = Empirical Methods in Natural Language Processing month = 07 pages = 182--189 URL = http://www.aclweb.org/anthology/W/W04/W04-3224.pdf }
@article{Yang2004, title = Universal Grammar, statistics or both? authors = C Yang year = 2004 journal = Cell month = 01 URL = http://linkinghub.elsevier.com/retrieve/pii/S1364661304002104 }
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@article{Branco2005, title = A Portuguese Spoken and Multi-Modal Dialog Corpora authors = Gl{\'o}ria Branco and Lu{\'\\i}s Almeida and Rui Gomes and Nuno Beires year = 2005 journal = Interspeech month = 07 pages = 1--4 }
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@inproceedings{Bod2005, title = An All-Subtrees Approach to Unsupervised Parsing authors = Rens Bod year = 2005 booktitle = Association for Computational Linguistics month = 01 pages = 1--8 URL = http://staff.science.uva.nl/~rens/acl06.pdf }
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@inproceedings{Zettlemoyer2005, title = Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars authors = Luke S Zettlemoyer and Michael Collins year = 2005 booktitle = Uncertainty in Artificial Intelligence month = 01 URL = http://people.csail.mit.edu/lsz/papers/zc-uai05.pdf }
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@inproceedings{Grauman2005, title = The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features authors = Kristen Grauman and Trevor Darrell year = 2005 booktitle = International Conference on Computer Vision month = 01 pages = 8 URL = http://www.cs.utexas.edu/~grauman/papers/grauman_darrell_iccv2005.pdf }
@article{Duch2005, title = Support Vector Neural Training authors = Wlodzislaw Duch year = 2005 month = 07 pages = 6 }
@inproceedings{Smith2005, title = Contrastive Estimation: Training Log-Linear Models on Unlabeled Data authors = Noah A Smith and Jason Eisner year = 2005 booktitle = Association for Computational Linguistics month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi }
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@book{Borg2005, title = Modern Multidimensional Scaling: Theory and Applications authors = Ingwer Borg and Patrick J F Groenen year = 2005 month = 01 doi = 10.1007/0-387-28981-X }
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@book{Gut2005, title = Probability: A Graduate Course authors = Allan Gut year = 2005 month = 01 pages = 1--616 }
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@inproceedings{Fei-Fei2005, title = A Bayesian Hierarchical Model for Learning Natural Scene Categories authors = Li Fei-Fei and Pietro Perona year = 2005 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 03 pages = 8 }
@inproceedings{Prescher2005, title = Head-driven PCFGs with latent-head statistics authors = D Prescher year = 2005 booktitle = International Workshop on Parsing Technology month = 01 pages = 115--124 }
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@inproceedings{Vieira2005, title = An Iterative Artificial Neural Network for High Dimensional Data Analysis authors = Armando Vieira year = 2005 booktitle = International Conference on Artificial Neural Networks month = 07 pages = 6 }
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@inproceedings{Li2006, title = BAR gossip authors = HC Li and A Clement and E Wong and J Napper and I Roy and Lorenzo Alvisi and M Dahlin year = 2006 booktitle = Proc. of the 7th USENIX Symp. on Oper. Systems Design and Impl.(OSDI) month = 01 pages = 45--58 }
@article{Warker2006, title = Speech errors reflect newly learned phonotactic constraints authors = Jill A Warker and Gary S Dell year = 2006 journal = Journal of Experimental Psychology: Learning, Memory, and Cognition month = 01 number = 2 pages = 387 volume = 32 }
@article{Hockenmaier2006, title = Routes are trees: The parsing perspective on protein folding authors = Julia Hockenmaier and Aravind K Joshi and Ken A Dill year = 2006 journal = Proteins: Structure, Function, and Bioinformatics month = 01 number = 1 pages = 1--15 volume = 66 }
@article{Richardson2006, title = Markov logic networks authors = M Richardson and Pedro Domingos year = 2006 journal = Machine learning month = 01 number = 1 pages = 107--136 volume = 62 }
@inproceedings{Wedemann2006, title = A Complex Neural Network Model for Memory Functioning in Psychopathology authors = Roseli Wedemann and Luıs Alfredo V de Carvalho and Raul Donangelo year = 2006 booktitle = International Conference on Artificial Neural Networks month = 07 pages = 10 }
@inproceedings{Li2006, title = Real-Time Construction of Neural Networks authors = Kang Li and Jian Xun Peng and Minrui Fei year = 2006 booktitle = International Conference on Artificial Neural Networks month = 07 pages = 10 }
@article{Slevc2006, title = Halting in single word production: A test of the perceptual loop theory of speech monitoring☆ authors = L Slevc and Victor S Ferreira year = 2006 journal = Journal of Memory and Language month = 05 number = 4 pages = 515--540 volume = 54 }
@article{Beal2006, title = Variational Bayesian Learning of Directed Graphical Models with Hidden Variables authors = Matthew J Beal and Zoubin Ghahramani year = 2006 journal = Bayesian Analysis month = 01 pages = 793--832 volume = 1 URL = http://mlg.eng.cam.ac.uk/zoubin/papers/BeaGha06.pdf }
@article{Safadi2006, title = Computational Methods to Vocalize Arabic Texts authors = H Safadi and O Dakkak and N Ghneim year = 2006 journal = Second Workshop on Internationalizing SSML month = 01 pages = 30--31 }
@article{Papafragou2006, title = When English proposes what Greek presupposes: The cross-linguistic encoding of motion events authors = Anna Papafragou and Christine Massey and Lila Gleitman year = 2006 journal = Cognition month = 01 number = 3 pages = B75--B87 volume = 98 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027705000958 }
@article{Gupta2006, title = A Measure Theory Tutorial (Measure Theory for Dummies) authors = Maya R Gupta year = 2006 journal = University of Washington month = 05 URL = https://www.ee.washington.edu/techsite/papers/documents/UWEETR-2006-0008.pdf }
@inproceedings{Taylor2006, title = A Basis For Cognitive Machines authors = JG Taylor and S Kasderidis and P Trahanias and M Hartley year = 2006 booktitle = International Conference on Artificial Neural Networks month = 07 pages = 10 }
@phdthesis{Hazan2006, title = Efficient algorithms for online convex optimization and their applications authors = E Hazan year = 2006 school = Princeton University month = 01 }
@inproceedings{Hoiem2006, title = Putting Objects in Perspective authors = Derek Hoiem and Alexei A Efros and Martial Hebert year = 2006 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 04 pages = 8 }
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@inproceedings{Goldwater2006, title = Interpolating between types and tokens by estimating power-law generators authors = Sharon Goldwater and Thomas L Griffiths and Mark Johnson year = 2006 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi }
@inproceedings{McClosky2006, title = Reranking and Self-Training for Parser Adaptation authors = David McClosky and Eugene Charniak and Mark Johnson year = 2006 booktitle = Association for Computational Linguistics month = 01 pages = 1--8 }
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@article{Ioannou2006, title = Adaptive On-Line Neural Network Retraining for Real Life Multimodal Emotion Recognition authors = S Ioannou and L Kessous and G Caridakis and K Karpouzis year = 2006 journal = Lecture Notes in Computer Science month = 01 URL = http://www.springerlink.com/index/b1011u5365858072.pdf }
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@inproceedings{Liang2006, title = Alignment by Agreement authors = Percy Liang and Ben Taskar and Dan Klein year = 2006 booktitle = Proceedings of the Human Language Technology Conference of the NAACL, Main Conference month = 06 pages = 104--111 URL = http://www.aclweb.org/anthology/N/N06/N06-1014 }
@inproceedings{Taylor2006, title = Modelling Working Memory Through Attentional Mechanisms authors = John Taylor and Nickolaos Fragopanagos and Nienke Korsten year = 2006 booktitle = International Conference on Artificial Neural Networks month = 07 pages = 10 }
@inproceedings{MacMahon2006, title = Walk the Talk: Connecting Language, Knowledge, and Action in Route Instructions authors = Matt MacMahon and Brian Stankiewicz and Benjamin Kuipers year = 2006 booktitle = Proceedings of the 21st National Conference on Artificial Intelligence - Volume 2 month = 01 pages = 1475--1482 URL = https://www.aaai.org/Papers/AAAI/2006/AAAI06-232.pdf }
@inproceedings{O'Kane2006, title = On Comparing the Power of Mobile Robots authors = Jason M O'Kane and Steven M. LaValle year = 2006 booktitle = Robotics: Science and Systems URL = http://www.roboticsproceedings.org/rss02/p09.pdf }
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@article{Pad{\'o}2006, title = Dependency-Based Construction of Semantic Space Models authors = Sebastian Pad{\'o} and Mirella Lapata year = 2006 journal = Computational Linguistics month = 11 volume = 33 URL = http://www.aclweb.org/anthology/J07-2002 }
@article{Levelt2006, title = The Speaker as Information Processor authors = Willem Levelt year = 2006 month = 01 pages = 16 }
@article{Levinson2006, title = Language and Mind: Let's Get the Issues Straight! authors = Stephen C Levinson year = 2006 month = 02 pages = 13 }
@article{Dahan2006, title = Spoken Word Recognition authors = Delphine Dahan and James S Magnuson year = 2006 journal = Handbook of Psycholinguistics month = 07 pages = 38 }
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@article{Parisi2006, title = The emergence of language: how to simulate it authors = Domenica Parisi and Marco Mirolli year = 2006 month = 02 pages = 16 }
@article{Farmer2006, title = Phonological typicality influences on-line sentence comprehension authors = Thomas A Farmer and Morten H Christiansen and Padraic Monaghan year = 2006 journal = Proceedings of the National Academy of Sciences month = 08 pages = 12203--12208 URL = http://www.pnas.org/content/103/32/12203 }
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@book{Sipser2006, title = Introduction to the Theory of Computation authors = Michael Sipser year = 2006 month = 01 pages = 1--453 }
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@phdthesis{Sudderth2006, title = Graphical Models for Visual Object Recognition and Tracking authors = Erik B Sudderth year = 2006 school = Massachusetts Institute of Technology URL = http://www.cs.brown.edu/~sudderth/papers/sudderthPhD.pdf }
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@article{Taylor2006, title = Machine Cognition and the EC Cognitive Systems Projects: Now and in the Future authors = JG Taylor year = 2006 journal = Lecture Notes in Computer Science month = 01 pages = 535 volume = 4131 }
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@inproceedings{Tsarfaty2006, title = The Interplay of Syntax and Morphology in Building Parsing Models for Modern Hebrew authors = Reut Tsarfaty year = 2006 booktitle = Proceedings of the Eleventh ESSLLI Student Session month = 01 URL = http://staff.science.uva.nl/~rtsarfat/esslli06.pdf }
@inproceedings{Kurihara2006, title = Accelerated Variational Dirichlet Process Mixtures authors = Kenichi Kurihara and Max Welling and Nikos Vlassis year = 2006 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips19/NIPS2006_0248.pdf }
@inproceedings{Wallach2006, title = Topic modeling: beyond bag-of-words authors = Hanna M Wallach year = 2006 booktitle = International conference on Machine learning month = 01 URL = http://portal.acm.org/citation.cfm?id }
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@book{Rasmussen2006, title = Gaussian Processes for Machine Learning authors = Carl Edward Rasmussen and Christopher K I Williams year = 2006 month = 01 URL = http://www.gaussianprocess.org/gpml/chapters/RW.pdf }
@article{Bar-Haim2006, title = Part-Of-Speech Tagging of Modern Hebrew Text authors = Roy Bar-Haim and Khalil Sima'an and Yoad Winter year = 2006 journal = Natural Language Engineering month = 12 pages = 31 }
@article{Cohen-Sygal2006, title = Finite-State Registered Automata and Their Uses in Natural Languages authors = Y Cohen-Sygal and Shuly Wintner year = 2006 journal = Lecture Notes in Computer Science month = 01 URL = http://www.springerlink.com/index/k8755038676722j1.pdf }
@article{Shi2006, title = Comparative Investigation on Dimension Reduction and Regression in Three Layer Feed-Forward Neural Network authors = L Shi and L Xu year = 2006 journal = Lecture Notes in Computer Science month = 01 pages = 51 volume = 4131 }
@inproceedings{Zhu2006, title = Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing authors = Long Leo Zhu and Yuanhao Chen and Alan Yuille year = 2006 booktitle = Advances in Neural Information Processing Systems month = 11 pages = 8 }
@article{Fan2006, title = Multibody grouping by inference of multiple subspaces from high-dimensional data using oriented-frames authors = Z Fan and J Zhou year = 2006 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 doi = 10.1109/TPAMI.2006.16 }
@article{Everingham2006, title = ``Hello! My name is... Buffy''--Automatic Naming of Characters in TV Video authors = Mark Everingham and Josef Sivic and Andrew Zisserman year = 2006 journal = BMVC month = 08 pages = 1--10 }
@inproceedings{Nilsback2006, title = A Visual Vocabulary for Flower Classification authors = Maria-Elena Nilsback and Andrew Zisserman year = 2006 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 04 pages = 1--8 }
@inproceedings{Opelt2006, title = Incremental learning of object detectors using a visual shape alphabet authors = Andreas Opelt and Axel Pinz and Andrew Zisserman year = 2006 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://www.robots.ox.ac.uk/~vgg/publications/papers/opelt06a.pdf }
@article{Steedman2007, title = Combinatory Categorial Grammar authors = Mark Steedman and Jason Baldridge year = 2007 month = 04 pages = 61 URL = http://www.google.com/search?client }
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@inproceedings{Daum{\'e}III2007, title = A Bayesian model for discovering typological implications authors = Hal Daum{\'e}III and L Campbell year = 2007 booktitle = Association for Computational Linguistics month = 01 URL = http://acl.ldc.upenn.edu/P/P07/P07-1009.pdf }
@inproceedings{Carreras2007, title = Experiments with a higher-order projective dependency parser authors = Xavier Carreras year = 2007 booktitle = Proceedings of the CoNLL Shared Task Session of EMNLP-CoNLL 2007 month = 01 URL = http://acl.ldc.upenn.edu/D/D07/D07-1101.pdf }
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@inproceedings{Zettlemoyer2007, title = Online Learning of Relaxed CCG Grammars for Parsing to Logical Form authors = Luke S Zettlemoyer and Michael Collins year = 2007 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://people.csail.mit.edu/lsz/papers/zc-emnlp07.pdf }
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@book{Bickel2007, title = Mathematical Statistics: Basic Ideas and Selected Topics Vol 1 authors = Peter J Bickel and Kjell A Doksum year = 2007 month = 09 pages = 1--532 }
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@inproceedings{Johnson2007, title = Bayesian inference for PCFGs via Markov chain Monte Carlo authors = Mark Johnson and Thomas L Griffiths and Sharon Goldwater year = 2007 booktitle = Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference month = 04 pages = 139--146 }
@inproceedings{Goldwater2007, title = A Fully Bayesian Approach to Unsupervised Part-of-Speech Tagging authors = Sharon Goldwater and Thomas L Griffiths year = 2007 booktitle = Association for Computational Linguistics month = 01 URL = http://cocosci.berkeley.edu/tom/papers/bhmm.pdf }
@inproceedings{Wang2007, title = Spatial latent dirichlet allocation authors = X Wang and E Grimson year = 2007 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://people.csail.mit.edu/xgwang/papers/STLDA.pdf }
@article{Har-Peled2007, title = Algorithms authors = Sariel Har-Peled year = 2007 month = 12 pages = 1--288 }
@inproceedings{Koehn2007, title = Moses: Open source toolkit for statistical machine translation authors = P Koehn and H Hoang and A Birch and Chris Callison-Burch and Marcello Federico and Nicola Bertoldi and Brooke Cowan and Wade Shen and Christine Moran and Richard Zens and Chris Dyer and Ondrej Bojar and Alexandra Constantin and Evan Herbst year = 2007 booktitle = Association for Computational Linguistics month = 01 URL = http://acl.ldc.upenn.edu/P/P07/P07-2045.pdf }
@inproceedings{Salakhutdinov2007, title = Restricted Boltzmann machines for collaborative filtering authors = Ruslan Salakhutdinov and Andriy Mnih and Geoffrey Hinton year = 2007 booktitle = International conference on Machine learning month = 01 pages = 1--8 URL = http://www.google.com/search?sourceid }
@article{Hockenmaier2007, title = Lecture20.pdf authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--6 }
@article{Hockenmaier2007, title = Recovering traces and null elements authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--7 }
@article{Hockenmaier2007, title = More on CFGs; Penn Treebank; Non-local dependencies authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--7 }
@article{Hockenmaier2007, title = Statistical CCG Parsing authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--5 }
@article{Hockenmaier2007, title = Parsing German (continued), Dependency grammars, dependency treebanks authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--6 }
@article{Hockenmaier2007, title = Semantic Role Labeling with CCG authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--5 }
@article{Hockenmaier2007, title = Grammar formalisms; Introduction to Tree-Adjoining Grammar authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--11 }
@article{Hockenmaier2007, title = TAG parsing authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--6 }
@article{Hockenmaier2007, title = Tree transformations, Lexicalized Models, Collins Parser authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--6 }
@article{Hockenmaier2007, title = Course overview authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--7 }
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@article{Hockenmaier2007, title = Tree-Adjoining Grammar, TAG extraction authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--9 }
@article{Hockenmaier2007, title = Parsing algorithms, PCFGs authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--8 }
@article{Hockenmaier2007, title = Extracting a CCG from the Penn Treebank authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--13 }
@article{Hockenmaier2007, title = Introduction to Combinatory Categorial Grammar authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--10 }
@article{Hockenmaier2007, title = Parsing with LFG; Extracting LFGs from the Penn Treebank authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--3 }
@article{Hockenmaier2007, title = Lexical Functional Grammar authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--5 }
@article{Hockenmaier2007, title = Context-free grammars; elementary syntax authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--10 }
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@article{Hockenmaier2007, title = Extracting a CCG from the Tiger Treebank authors = Julia Hockenmaier year = 2007 journal = UIUC month = 01 pages = 1--8 }
@article{Ma2007, title = Segmentation of multivariate mixed data via lossy data coding and compression authors = Y Ma and H Derksen and W Hong year = 2007 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 doi = 10.1109/TPAMI.2007.1085 }
@article{Horton2007, title = The influence of partner-specific memory associations on language production: Evidence from picture naming authors = William S Horton year = 2007 journal = Language and Cognitive Processes month = 11 number = 7 pages = 1114--1139 volume = 22 }
@article{Tiedemann2007, title = Improved sentence alignment for movie subtitles authors = J Tiedemann and A Informatica year = 2007 journal = Proceedings of RANLP month = 01 URL = http://www.let.rug.nl/~tiedeman/blog/paper/ranlp07-subalign.pdf }
@article{Boiman2007, title = Detecting irregularities in images and in video authors = Oren Boiman and Michal Irani year = 2007 journal = International Journal of Computer Vision month = 01 URL = http://www.springerlink.com/index/F813R7821X8P17M4.pdf }
@inproceedings{Johnson2007, title = Why doesn't EM find good HMM POS-taggers authors = Mark Johnson year = 2007 booktitle = Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) month = 01 URL = http://acl.ldc.upenn.edu/D/D02/D02-1031.pdf }
@inproceedings{Toutanova2007, title = A Bayesian LDA-based model for semi-supervised part-of-speech tagging authors = Kristina Toutanova and Mark Johnson year = 2007 booktitle = Advances in Neural Information Processing Systems month = 11 pages = 8 }
@inproceedings{Shen2007, title = Guided learning for bidirectional sequence classification authors = L Shen and Giorgio Satta and Aravind K Joshi year = 2007 booktitle = Association for Computational Linguistics month = 01 URL = http://acl.ldc.upenn.edu/P/P07/P07-1096.pdf }
@article{January2007, title = Re-evaluating evidence for linguistic relativity: Reply to Boroditsky (2001)☆ authors = D January and E Kako year = 2007 journal = Cognition month = 08 number = 2 pages = 417--426 volume = 104 }
@article{Altmann2007, title = The real-time mediation of visual attention by language and world knowledge: Linking anticipatory (and other) eye movements to linguistic processing authors = G Altmann and Y Kamide year = 2007 journal = Journal of Memory and Language month = 11 number = 4 pages = 502--518 volume = 57 }
@inproceedings{Sahbi2007, title = Graph-Cut Transducers for Relevance Feedback in Content Based Image Retrieval authors = Hichem Sahbi and Jean-Yves Audibert and Renaud Keriven year = 2007 booktitle = International Conference on Computer Vision month = 09 pages = 1--8 }
@article{Kirby2007, title = Of Memories, Neurons and Rank-One Corrections authors = Kevin G Kirby year = 2007 journal = The College Mathematics Journal month = 11 pages = 19 volume = 28 }
@article{Pine2007, title = The effects of prohibiting gestures on children's lexical retrieval ability authors = Karen J Pine and Hannah Bird and Elizabeth Kirk year = 2007 journal = Developmental Science month = 11 number = 6 pages = 747--754 volume = 10 }
@article{Hostetter2007, title = I see it in my hands'eye: Representational gestures reflect conceptual demands authors = Autumn B Hostetter and Martha W Alibali and Sotaro Kita year = 2007 journal = Language and Cognitive Processes month = 04 number = 3 pages = 313--336 volume = 22 doi = 10.1080/01690960600632812 }
@article{Liang2007, title = Structured Bayesian Nonparametric Models with Variational Inference authors = Percy Liang and Dan Klein year = 2007 journal = Association for Computational Linguistics month = 06 URL = http://cs.stanford.edu/~pliang/papers/tutorial-acl2007.pdf }
@inproceedings{Petrov2007, title = Improved Inference for Unlexicalized Parsing authors = Slav Petrov and Dan Klein year = 2007 booktitle = Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference month = 04 URL = http://acl.ldc.upenn.edu/N/N07/N07-1051.pdf }
@inproceedings{Liang2007, title = The Infinite PCFG Using Hierarchical Dirichlet Processes authors = Percy Liang and Slav Petrov and Michael I Jordan and Dan Klein year = 2007 booktitle = Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) month = 01 pages = 688--697 }
@inproceedings{Haghighi2007, title = Unsupervised coreference resolution in a nonparametric bayesian model authors = Aria Haghighi and Dan Klein year = 2007 booktitle = Association for Computational Linguistics month = 01 URL = http://acl.ldc.upenn.edu/P/P07/P07-1107.pdf }
@inproceedings{Johansson2007, title = Extended constituent-to-dependency conversion for English authors = Richard Johansson and Pierre Nugues and Joakim Nivre and Heiki-Jaan Kalep and Kadri Muischnek and Mare Koit year = 2007 booktitle = NODALIDA 2007 Proceedings month = 01 pages = 105--112 }
@inproceedings{Smith2007, title = Computationally Efficient M-Estimation of Log-Linear Structure Models authors = Noah A Smith and Douglas L Vail and John D Lafferty year = 2007 booktitle = Association for Computational Linguistics month = 06 pages = 752--759 URL = http://www.cs.cmu.edu/~nasmith/papers/smith+vail+lafferty.acl07.pdf }
@article{Nallapati2007, title = Parallelized variational EM for latent Dirichlet allocation: An experimental evaluation of speed and scalability authors = Ramesh Nallapati and William W Cohen and John D Lafferty year = 2007 journal = International Conference on Data Mining: Workshops month = 01 pages = 349--354--354 volume = 7 }
@article{Bengio2007, title = Scaling learning algorithms towards AI authors = Y Bengio and Yann LeCun year = 2007 journal = Large-Scale Kernel Machines month = 01 }
@article{Olsson2007, title = State-Space Models: From the EM Algorithm to a Gradient Approach authors = Rasmus Kongsgaard Olsson and Kaare Brandt Petersen and Tue Lehn-Schi{\o}ler year = 2007 journal = dx.doi.org month = 03 number = 4 pages = 1097--1111 volume = 19 doi = 10.1162/neco.2007.19.4.1097 }
@article{Li2007, title = Dynamic self-organization and early lexical development in children authors = Ping Li and Xiaowei Zhao and Brian MacWhinney year = 2007 journal = Cognitive science number = 4 pages = 581--612 volume = 31 }
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@phdthesis{Seginer2007, title = Learning Syntactic Structure authors = Yoav Seginer year = 2007 school = Universiteit van Amsterdam month = 01 URL = http://dare.uva.nl/document/52554 }
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@article{G{\'o}mez2008, title = Twelve-Month-Old Infants Benefit From Prior Experience in Statistical Learning authors = Rebecca L G{\'o}mez and Jill Lany year = 2008 journal = Psychological Science month = 12 number = 12 pages = 1247--1252 volume = 19 doi = 10.1111/j.1467-9280.2008.02233.x }
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@article{Orb{\'a}n2008, title = Bayesian learning of visual chunks by human observers authors = Gerg{\H o} Orb{\'a}n and J{\'o}zsef Fiser and Richard N Aslin and M{\'a}t{\'e} Lengyel year = 2008 journal = Proceedings of the National Academy of Sciences month = 02 number = 7 pages = 2745--2750 volume = 105 URL = http://www.pnas.org/content/105/7/2745.full }
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@book{MacKay2008, title = Sustainable Energy ---without the hot air authors = David JC MacKay year = 2008 month = 01 URL = http://www.withouthotair.com/download.html }
@article{Walker2008, title = Building relational world models for reinforcement learning authors = T Walker and L Torrey and J Shavlik and R Maclin year = 2008 journal = Inductive Logic Programming month = 01 pages = 280--291 }
@article{Rule2008, title = Accuracy and awareness in the perception and categorization of male sexual orientation. authors = NO Rule and N Ambady and RB Adams Jr and CN Macrae year = 2008 journal = Journal of personality and social psychology month = 01 number = 5 pages = 1019--1028 volume = 95 }
@article{Yu2008, title = Inferring Spatial Layout from A Single Image via Depth-Ordered Grouping authors = Stella X Yu and Hao Zhang and Jitendra Malik year = 2008 journal = Workshop on Perceptual Organization in Computer Vision month = 04 pages = 7 }
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@book{Marden2008, title = Mathematical Statistics authors = John Marden year = 2008 month = 01 pages = 1--321 }
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@article{Miller2008, title = Multipole Analysis of Kicks in Collision of Binary Black Holes authors = Sarah H Miller and R A Matzner year = 2008 journal = arXiv month = 07 volume = gr-qc URL = http://arxiv.org/abs/0807.3028v3 }
@inproceedings{Mimno2008, title = Topic models conditioned on arbitrary features with dirichlet-multinomial regression authors = David Mimno and Andrew McCallum year = 2008 booktitle = Uncertainty in Artificial Intelligence month = 01 }
@inproceedings{Wallach2008, title = Bayesian modeling of dependency trees using hierarchical pitman-yor priors authors = Hanna M Wallach and Charles Sutton and Andrew McCallum year = 2008 booktitle = Proceedings of the Workshop on Prior Knowledge for Text and language (held in conjunction with ICML/UAI/COLT) month = 01 pages = 15--20--20 }
@article{Li2008, title = Pachinko allocation: Scalable mixture models of topic correlations authors = W Li and Andrew McCallum year = 2008 journal = The Journal of Machine Learning Research month = 01 }
@article{Mayberry2008, title = Incremental Nonmonotonic Parsing through Semantic Self-Organization authors = Marshall Mayberry and Risto Miikkulainen year = 2008 journal = Cognitive Science Society month = 05 pages = 6 }
@article{Mayberry2008, title = Using a Sequential SOM to Parse Long-term Dependencies authors = Marshall Mayberry and Risto Miikkulainen year = 2008 journal = Cognitive Science Society month = 05 pages = 6 }
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@inproceedings{Chen2008, title = Learning to Sportscast: A Test of Grounded Language Acquisition authors = David Chen and Raymond Mooney year = 2008 booktitle = International conference on Machine learning month = 02 pages = 8 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Huynh2008, title = Discriminative Structure and Parameter Learning for Markov Logic Networks authors = Tuyen N Huynh and Raymond Mooney year = 2008 booktitle = International conference on Machine learning month = 02 pages = 8 }
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@article{Munkres2008, title = Elements of Algebraic Topology authors = James R Munkres year = 2008 month = 07 pages = 1--233 }
@inproceedings{Ng2008, title = Unsupervised models for coreference resolution authors = V Ng year = 2008 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://aclweb.org/anthology-new/D/D08/D08-1067.pdf }
@book{Demeyer2008, title = Object-Oriented Reengineering Patterns authors = Serge Demeyer and St{\'e}phane Ducasse and Oscar Nierstrasz year = 2008 URL = http://scg.unibe.ch/download/oorp/OORP.pdf }
@inproceedings{Zollmann2008, title = A systematic comparison of phrase-based, hierarchical and syntax-augmented {\ldots} authors = Andreas Zollmann and A Venugopal and Franz Josef Och year = 2008 booktitle = COLING month = 01 URL = http://portal.acm.org/citation.cfm?id }
@article{Pritch2008, title = Nonchronological video synopsis and indexing authors = Y Pritch and A Rav-Acha and S Peleg year = 2008 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber }
@inproceedings{Dredze2008, title = Confidence-Weighted Linear Classification authors = Mark Dredze and Koby Crammer and Fernando Pereira year = 2008 booktitle = International conference on Machine learning month = 01 URL = http://www.cs.jhu.edu/~mdredze/publications/icml_variance.pdf }
@inproceedings{Talukdar2008, title = Weakly-Supervised Acquisition of Labeled Class Instances using Graph Random Walks authors = Partha Pratim Talukdar and Joseph Reisinger and Marius Pasca and Deepak Ravichandran and Rahul Bhagat and Fernando Pereira year = 2008 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://www.cs.utexas.edu/~joeraii/papers/adsorption_emnlp08.pdf }
@article{Wicker2008, title = A maximum likelihood approximation method for Dirichlet's parameter estimation authors = N Wicker and J Muller and RKR Kalathur and O Poch year = 2008 journal = Computational statistics \\& data analysis month = 01 number = 3 pages = 1315--1322 volume = 52 }
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@inproceedings{H{\"a}nig2008, title = UnsuParse: Unsupervised Parsing with unsupervised Part of Speech tagging authors = Christian H{\"a}nig and Stegan Bordag and Uwe Quasthoff year = 2008 booktitle = The International Conference on Language Resources and Evaluation month = 01 URL = http://asv.informatik.uni-leipzig.de/publication/file/132/lrec_unsuparse.pdf }
@article{Aisa2008, title = The Emergent neural modeling system authors = B Aisa and B Mingus and RO'Reilly year = 2008 journal = Neural Networks month = 01 URL = http://linkinghub.elsevier.com/retrieve/pii/S0893608008001287 }
@inproceedings{Felzenszwalb2008, title = A Discriminatively Trained, Multiscale, Deformable Part Model authors = Pedro F Felzenszwalb and David McAllester and Deva Ramanan year = 2008 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://people.cs.uchicago.edu/~pff/papers/latent.pdf }
@inproceedings{Chang2008, title = Learning and Inference with Constraints authors = Ming-Wei Chang and Lev Ratinov and Nicholas Rizzolo and Dan Roth year = 2008 booktitle = Association for the Advancement of Artificial Intelligence month = 01 URL = http://l2r.cs.uiuc.edu/~danr/Papers/CRRR08.pdf }
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@article{Orkin2008, title = The Restaurant Game: Learning Social Behavior and Language from Thousands of Players Online authors = Jeff Orkin and Deb Roy year = 2008 journal = Journal of Game Development month = 02 pages = 39 }
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@article{Kirby2008, title = Cumulative cultural evolution in the laboratory: An experimental approach to the origins of structure in human language authors = Simon Kirby and Hannah Cornish and Kenny Smith year = 2008 journal = Proceedings of the National Academy of Sciences month = 07 number = 31 pages = 6 volume = 105 }
@article{Thothathiri2008, title = Syntactic priming during language comprehension in three- and four-year-old children authors = Malathi Thothathiri and Jesse Snedeker year = 2008 journal = Journal of Memory and Language month = 02 number = 2 pages = 188--213 volume = 58 URL = http://linkinghub.elsevier.com/retrieve/pii/S0749596X07000812 }
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@article{Steedman2008, title = On becoming a discipline authors = Mark Steedman year = 2008 journal = Computational Linguistics month = 01 number = 1 pages = 137--144 volume = 34 }
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@book{Bollacker2008, title = Freebase: a collaboratively created graph database for structuring human knowledge authors = Kurt Bollacker and Colin Evans and Praveen Paritosh and Tim Sturge and Jamie Taylor year = 2008 booktitle = Freebase: a collaboratively created graph database for structuring human knowledge month = 06 pages = 1247--1250 URL = http://portal.acm.org/citation.cfm?doid }
@article{Kemp2008, title = The discovery of structural form authors = C Kemp and Joshua B Tenenbaum year = 2008 journal = Proceedings of the National Academy of Sciences month = 01 number = 31 pages = 10687 volume = 105 }
@inproceedings{Goodman2008, title = Church: a language for generative models authors = Noah Goodman and VK Mansinghka and Deb Roy and K Bonawitz and Joshua B Tenenbaum year = 2008 booktitle = Uncertainty in Artificial Intelligence month = 01 }
@article{Tiedemann2008, title = Synchronizing Translated Movie Subtitles authors = J Tiedemann year = 2008 journal = the Proceedings of the Sixth International {\ldots} month = 01 URL = http://www.let.rug.nl/tiedeman/blog/paper/lrec2008-subsync.pdf }
@article{Papafragou2008, title = Does language guide event perception? Evidence from eye movements authors = Anna Papafragou and J Hulbert and John C Trueswell year = 2008 journal = Cognition month = 07 number = 1 pages = 155--184 volume = 108 }
@article{Wainwright2008, title = Graphical models, message-passing algorithms, and variational methods: Part II authors = Martin J Wainwright year = 2008 journal = eecs.berkeley.edu URL = http://www.eecs.berkeley.edu/~wainwrig/Talks/Wainwright_PartII.pdf }
@misc{Wainwright2008, title = Graphical models and variational methods: Message-passing, convex relaxations, and all that authors = Martin J Wainwright year = 2008 URL = http://www.cs.berkeley.edu/~wainwrig/icml08/Wainwright_ICML08.pdf }
@article{Wainwright2008, title = Graphical models, message-passing algorithms, and variational methods: Part I authors = Martin J Wainwright year = 2008 journal = eecs.berkeley.edu URL = http://www.eecs.berkeley.edu/~wainwrig/Talks/Wainwright_PartI.pdf }
@phdthesis{Wallach2008, title = Structured Topic Models for Language authors = Hanna M Wallach year = 2008 school = University of Cambridge month = 01 URL = http://www.cs.umass.edu/~wallach/theses/wallach_phd_thesis.pdf }
@inproceedings{Schutze2008, title = A graph-theoretic model of lexical syntactic acquisition authors = Hinrich Schutze and M Walsh year = 2008 booktitle = Empirical Methods in Natural Language Processing month = 01 pages = 917--926 }
@article{Datta2008, title = Image retrieval: Ideas, influences, and trends of the new age authors = R Datta and D Joshi and J Li and JZ Wang year = 2008 month = 01 }
@inproceedings{Teh2008, title = Collapsed Variational Inference for HDP authors = Yee-Whye Teh and Kenichi Kurihara and Max Welling year = 2008 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@article{Collobert2008, title = A unified architecture for natural language processing: deep neural networks with multitask learning authors = Ronan Collobert and Jason Weston year = 2008 journal = the 25th international conference month = 07 pages = 160--167 URL = http://portal.acm.org/citation.cfm?doid }
@inproceedings{Fox2008, title = An HDP-HMM for Systems with State Persistence authors = Emily B Fox and Erik B Sudderth and Michael I Jordan and Alan S Willsky year = 2008 booktitle = International conference on Machine learning month = 01 URL = http://www.stat.washington.edu/~ebfox/publications/ICML_camera_ready_305.pdf }
@article{Miller2008, title = Exploring the Impact of Galaxy Interactions over Seven Billion Years with CAS authors = Sarah H Miller and S Jogee and C Conselice and K Penner and E Bell and X Zheng and C Papovich and R Skelton and R Somerville and H Rix and F Barazza and M Barden and A Borch and S Beckwith and J Caldwell and B Haeussler and C Heymans and K Jahnke and D McIntosh and K Meisenheimer and C Peng and A Robaina and S Sanchez and L Wisotzki and C Wolf year = 2008 journal = arXiv month = 02 volume = astro-ph URL = http://arxiv.org/abs/0802.3917v1 }
@inproceedings{Hockenmaier2008, title = Non-local scrambling: the equivalence of TAG and CCG revisited authors = Julia Hockenmaier and Peter Young year = 2008 booktitle = Workshop on Tree Adjoining Grammars and Related Formalisms month = 04 pages = 8 }
@inproceedings{Lu2008, title = A Generative Model for Parsing Natural Language to Meaning Representations authors = Wei Lu and Hwee Tou Ng and Wee Sun Lee and Luke S Zettlemoyer year = 2008 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://wing.comp.nus.edu.sg/~luwei/publications/emnlp08lnlz.pdf }
@article{Hsu2008, title = A Spectral Algorithm for Learning Hidden Markov Models authors = Daniel Hsu and Sham M Kakade and Tong Zhang year = 2008 journal = arXiv month = 11 URL = http://arxiv.org/abs/0811.4413 }
@inproceedings{Nilsback2008, title = Automated flower classification over a large number of classes authors = Maria-Elena Nilsback and Andrew Zisserman year = 2008 booktitle = Proceedings of the Indian Conference on Computer Vision, Graphics and Image Processing month = 09 pages = 1--8 }
@article{Rashwan2009, title = Hybrid System for Automatic Arabic Diacritization authors = Mohsen A A Rashwan and Mohammad Al-Badrashiny and Mohammed Attia and Sherif M Abdou year = 2009 month = 04 pages = 1--7 }
@inproceedings{Li2009, title = Extracting Structured Information from User Queries with Semi-Supervised Conditional Random Fields - Microsoft Research authors = Xiao Li and Ye-Yi Wang and Alex Acero year = 2009 booktitle = SIGIR month = 01 URL = http://research.microsoft.com/apps/pubs/default.aspx?id }
@inproceedings{Tsuruoka2009, title = Stochastic Gradient Descent Training for L1-regularized Log-linear Models with Cumulative Penalty authors = Yoshimasa Tsuruoka and Jun'ichi Tsujii and Sophia Ananiadou year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 URL = http://aclweb.org/anthology-new/P/P09/P09-1054.pdf }
@book{Atkinson2009, title = Language Acquisition and Learnability authors = Martin Atkinson year = 2009 month = 01 URL = http://ebooks.cambridge.org/ref/id/CBO9780511554360 }
@article{Axler2009, title = Down with Determinants! authors = Sheldon Axler year = 2009 month = 01 pages = 1--17 }
@inproceedings{Snyder2009, title = Unsupervised Multilingual Grammar Induction authors = Benjamin Snyder and Tahira Naseem and Regina Barzilay year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 pages = 73--81 URL = http://people.csail.mit.edu/regina/my_papers/ind.pdf }
@inproceedings{Babenko2009, title = Similarity Metrics for Categorization: from Monolithic to Category Specific authors = Boris Babenko and Steve Branson and Serge Belongie year = 2009 booktitle = International Conference on Computer Vision month = 01 URL = http://vision.ucsd.edu/sites/default/files/musl_iccv09.pdf }
@inproceedings{Galleguillos2009, title = Object Categorization using Co-Occurrence, Location and Appearance authors = C Galleguillos and A Rabinovich and Serge Belongie year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 pages = 8 }
@article{Benton2009, title = Pattern Transfer: bridging the gap between theory and practice authors = Nick Benton year = 2009 month = 12 pages = 1--18 }
@article{Bisk2009, title = The Necessity of Separating Control and Logic When Grounding Language using Neuroevolution authors = Yonatan Bisk year = 2009 journal = University of Texas at Austin month = 01 pages = 36 URL = http://www.cs.utexas.edu/ftp/pub/techreports/hr09-05.pdf }
@inproceedings{Chang2009, title = Reading Tea Leaves: How Humans Interpret Topic Models authors = Jonathan Chang and Jordan Boyd-Graber and Sean Gerrish and Chong Wang and David M Blei year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://umiacs.umd.edu/~jbg/docs/nips2009-rtl.pdf }
@inproceedings{Boyd-Graber2009, title = Multilingual Topic Models for Unaligned Text authors = Jordan Boyd-Graber and David M Blei year = 2009 booktitle = Uncertainty in Artificial Intelligence month = 01 }
@inproceedings{Cohn2009, title = A Bayesian Model of Syntax-Directed Tree to String Grammar Induction authors = Trevor Cohn and Phil Blunsom year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1037.pdf }
@article{Boroditsky2009, title = Does Language Shape Thought?: Mandarin and English Speakers' Conceptions of Time authors = Lera Boroditsky year = 2009 journal = Cognitive Psychology month = 02 pages = 22 volume = 43 }
@article{Argall2009, title = A survey of robot learning from demonstration authors = Brenna D Argall and Sonia Chernova and Manuela Veloso and Brett Browning year = 2009 journal = Robotics and Autonomous Systems month = 05 number = 5 pages = 469--483 volume = 57 URL = http://linkinghub.elsevier.com/retrieve/pii/S0921889008001772 }
@inproceedings{Iglesias2009, title = Hierarchical Phrase-Based Translation with Weighted Finite State Transducers authors = Gonzalo Iglesias and Adri{\`a} de Gispert and Eduardo R Banga and William Byrne year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1049.pdf }
@inproceedings{Brunning2009, title = Context-Dependent Alignment Models for Statistical Machine Translation authors = Jamie Brunning and Adri{\`a} de Gispert and William Byrne year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1013.pdf }
@article{Epley2009, title = Believers'estimates of God's beliefs are more egocentric than estimates of other people's beliefs authors = Nicholas Epley and Benjamin A Converse and Alexa Delbosc and George A Monteleone and John T Cacioppo year = 2009 journal = Proceedings of the National Academy of Sciences month = 01 URL = http://www.pnas.org/content/early/2009/12/01/0908374106.abstract }
@inproceedings{Zaidan2009, title = Feasibility of Human-in-the-loop Minimum Error Rate Training authors = Omar F Zaidan and Chris Callison-Burch year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1006.pdf }
@article{Carlsson2009, title = Topology and Data authors = Gunnar Carlsson year = 2009 journal = American Mathematical Society month = 02 pages = 255--308 volume = 46 }
@inproceedings{Cartoni2009, title = Lexical Morphology in Machine Translation: a Feasibility Study authors = Bruno Cartoni year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1016.pdf }
@inproceedings{Chen2009, title = Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation authors = Han-Bin Chen and Jian-Cheng Wu and Jason S Chang year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1029.pdf }
@inproceedings{Bai2009, title = Acquiring Translation Equivalences of Multiword Expressions by Normalized Correlation Frequencies authors = Ming-Hong Bai and Jia-Ming You and Keh-Jiann Chen and Jason S Chang year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1050.pdf }
@article{Kerr2009, title = Learning and Playing in Wubble World authors = Wesley Kerr and Paul R Cohen and Yu-Han Chang year = 2009 journal = Artificial Intelligence and Interactive Digital Entertainment month = 02 pages = 6 }
@article{Church2009, title = Unix for Poets authors = Kenneth Ward Church year = 2009 month = 12 pages = 1--53 }
@inproceedings{Suzuki2009, title = An empirical study of semi-supervised structured conditional models for dependency parsing authors = J Suzuki and H Isozaki and Xavier Carreras and Michael Collins year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://portal.acm.org.proxy2.library.illinois.edu/citation.cfm?id }
@inproceedings{Carreras2009, title = Non-projective parsing for statistical machine translation authors = Xavier Carreras and Michael Collins year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 pages = 200--209 URL = http://aclweb.org/anthology-new/D/D09/D09-1021.pdf }
@inproceedings{Zettlemoyer2009, title = Learning Context-Dependent Mappings from Sentences to Logical Form authors = Luke S Zettlemoyer and Michael Collins year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 URL = http://aclweb.org/anthology-new/P/P09/P09-1110.pdf }
@inproceedings{Clark2009, title = Comparing the Accuracy of CCG and Penn Treebank Parsers authors = Stephen Clark and James Curran year = 2009 booktitle = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers month = 01 URL = http://www.cl.cam.ac.uk/~sc609/pubs/acl09short.pdf }
@inproceedings{Honnibal2009, title = Evaluating a Statistical CCG Parser on Wikipedia authors = Matthew Honnibal and Joel Nothman and James Curran year = 2009 booktitle = Proceedings of the 2009 Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources month = 08 pages = 38--41 URL = http://www.aclweb.org/anthology/W/W09/W09-3306.pdf }
@inproceedings{Daum{\'e}III2009, title = Markov random topic fields authors = Hal Daum{\'e}III year = 2009 booktitle = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers month = 01 pages = 293--296 }
@inproceedings{Teichert2009, title = Unsupervised Part of Speech Tagging Without a Lexicon authors = AR Teichert and Hal Daum{\'e}III year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 }
@inproceedings{Daum{\'e}III2009, title = Non-Parametric Bayesian Areal Linguistics authors = Hal Daum{\'e}III year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1067.pdf }
@inproceedings{Lin2009, title = Recognizing Actions by Shape-Motion Prototype Trees authors = Zhe Lin and Zhuolin Jiang and Larry S Davis year = 2009 booktitle = International Conference on Computer Vision month = 01 URL = http://terpconnect.umd.edu/~zhelin/papers/iccv09_actrec_smpt.pdf }
@article{Dell2009, title = Speaking and Misspeaking authors = Gary S Dell year = 2009 month = 02 pages = 26 }
@inproceedings{Apostolova2009, title = Towards Automatic Image Region Annotation - Image Region Textual Coreference Resolution authors = Emilia Apostolova and Dina Demner-Fushman year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-2011.pdf }
@inproceedings{Poon2009, title = Deep Learning for Semantic Parsing authors = Hoifung Poon and Pedro Domingos year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 }
@inproceedings{Poon2009, title = Unsupervised Semantic Parsing authors = Hoifung Poon and Pedro Domingos year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1001.pdf }
@inproceedings{Danescu-Niculescu-Mizil2009, title = Without a 'doubt'? Unsupervised discovery of downward-entrailing operators authors = Cristian Danescu-Niculescu-Mizil and Lillian Lee and Richard Ducott year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 9 }
@inproceedings{Dyer2009, title = Using a maximum entropy model to build segmentation lattices for MT authors = Chris Dyer year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1046.pdf }
@inproceedings{Chen2009, title = Intersecting multilingual data for faster and better statistical translations authors = Yu Chen and Martin Kay and Andreas Eisele year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1015.pdf }
@inproceedings{Dreyer2009, title = Graphical Models over Multiple Strings authors = Markus Dreyer and Jason Eisner year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://www.aclweb.org/anthology-new/D/D09/D09-1011.pdf }
@inproceedings{Li2009, title = First- and Second-Order Expectation Semirings with Applications to Minimum-Risk Training on Translation Forests authors = Zhifei Li and Jason Eisner year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1005.pdf }
@inproceedings{Tromble2009, title = Learning Linear Ordering Problems for Better Translation authors = Roy Tromble and Jason Eisner year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1105.pdf }
@inproceedings{Charniak2009, title = EM Works for Pronoun Anaphora Resolution authors = Eugene Charniak and Micha Elsner year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://bllip.cs.brown.edu/papers/ec-eacl09.pdf }
@inproceedings{Farhadi2009, title = A Latent Model of Discriminative Aspect authors = Ali Farhadi and M Tabrizi and Ian Endres year = 2009 booktitle = International Conference on Computer Vision month = 01 URL = http://www.cs.uiuc.edu/homes/iendres2/publications/iccv2009_aspect.pdf }
@book{Erickson2009, title = Algorithms authors = Jeff Erickson year = 2009 booktitle = Algorithms month = 08 pages = 1--765 }
@inproceedings{Erk2009, title = Supporting inferences in semantic space: representing words as regions authors = Katrin Erk year = 2009 booktitle = Proceedings of the 8th International Conference on Computational Semantics month = 01 pages = 104--115 URL = http://www.aclweb.org/anthology/W/W09/W09-3711.pdf }
@inproceedings{Li2009, title = Towards Total Scene Understanding: Classification, Annotation and Segmentation in an Automatic Framework authors = Li-Jia Li and Richard Socher and Li Fei-Fei year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://vision.stanford.edu/documents/LiSocherFei-Fei_CVPR2009.pdf }
@article{Warker2009, title = Speech errors reflect the phonotactic constraints in recently spoken syllables, but not in recently heard syllables authors = Jill A Warker and Ye Xu and Gary S Dell and Cynthia Fisher year = 2009 journal = Cognition month = 01 number = 1 pages = 81--96 volume = 112 URL = http://www.sciencedirect.com/science?_ob }
@inproceedings{Torresani2009, title = Learning Query-dependent Prefilters for Scalable Image Retrieval authors = L Torresani and M Szummer and A Fitzgibbon year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 }
@inproceedings{Khalilov2009, title = N-gram-based Statistical Machine Translation versus Syntax Augmented Machine Translation: comparison and system combination authors = Maxim Khalilov and Jos{\'e}AR Fonollosa year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1049.pdf }
@inproceedings{Wang2009, title = Building text features for object image classification authors = G Wang and D Hoiem and D Forsyth year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 pages = 1367--1374 }
@inproceedings{Farhadi2009, title = Describing objects by their attributes authors = Ali Farhadi and Ian Endres and Derek Hoiem and D Forsyth year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 }
@inproceedings{Berg2009, title = Names and Faces in the News authors = Tamara L Berg and Alexander C Berg and Jaety Edwards and Michael Maire and Ryan White and Yee-Whye Teh and Erik Learned-Miller and David Forsyth year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 03 pages = 1--7 }
@inproceedings{Desai2009, title = Discriminative models for multi-class object layout authors = Chaitanya Desai and Deva Ramanan and Charless Fowlkes year = 2009 booktitle = International Conference on Computer Vision month = 01 URL = http://www.ics.uci.edu/~dramanan/papers/nms.pdf }
@inproceedings{Russell2009, title = Segmenting Scenes by Matching Image Composites authors = Bryan C Russell and Alexei A Efros and Josef Sivic and William T Freeman year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips22/NIPS2009_1002.pdf }
@inproceedings{Gal2009, title = An HMM Approach to Vowel Restoration in Arabic and Hebrew authors = Ya'akov Gal year = 2009 booktitle = Proceedings of the ACL-02 workshop on Computational approaches to semitic languages month = 04 pages = 1--7 }
@article{Bordes2009, title = SGD-QN: Careful Quasi-Newton Stochastic Gradient Descent authors = A Bordes and L{\'e}on Bottou and P Gallinari year = 2009 journal = The Journal of Machine Learning Research month = 01 URL = http://www.jmlr.org/papers/volume10/bordes09a/bordes09a.pdf }
@article{Allahverdyan2009, title = On Maximum a Posteriori Estimation of Hidden Markov Processes authors = Armen Allahverdyan and Aram Galstyan year = 2009 journal = arXiv month = 01 URL = http://arxiv.org/abs/0906.1980 }
@article{Gasser2009, title = The Structure Grounding Problem authors = Michael Gasser year = 2009 journal = Fifteenth Annual Conference of the Cognitive Science Society month = 03 pages = 1--7 }
@inproceedings{Gasser2009, title = Semitic Morphological Analysis and Generation Using Finite State Transducers with Feature Structures authors = Michael Gasser year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1036.pdf }
@inproceedings{Erk2009, title = Investigations on word senses and word usages authors = Katrin Erk and D McCarthy and Nicholas Gaylord year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 }
@article{Paradis2009, title = On Continuity and the Emergence of Functional Categories in Bilingual First-Language Acquisition authors = Johanne Paradis and Fred Genesee year = 2009 journal = Language Acquisition month = 09 number = 2 pages = 91--124 volume = 6 }
@inproceedings{Gael2009, title = The infinite HMM for unsupervised PoS tagging authors = Jurgen Van Gael and Andreas Vlachos and Zoubin Ghahramani year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://www.aclweb.org/anthology-new/D/D09/D09-1071.pdf }
@inproceedings{Post2009, title = Bayesian Learning of a Tree Substitution Grammar authors = Matt Post and Daniel Gildea year = 2009 booktitle = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers month = 08 URL = http://www.aclweb.org/anthology/P/P09/P09-2012.pdf }
@inproceedings{Paul2009, title = Cross-Cultural Analysis of Blogs and Forums with Mixed-Collection Topic Models authors = Michael Paul and Roxana Girju year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://www.aclweb.org/anthology/D/D09/D09-1146.pdf }
@inproceedings{Johnson2009, title = Improving nonparameteric Bayesian inference: experiments on unsupervised word segmentation with adaptor grammars authors = Mark Johnson and Sharon Goldwater year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 317--325 }
@article{O'Donnell2009, title = Fragment Grammars: Exploring Computation and Reuse in Language authors = Timothy J O'Donnell and Joshua B Tenenbaum and Noah Goodman year = 2009 journal = MIT Computer Science and Artificial Intelligence Laboratory Technical Report Series month = 03 URL = http://dspace.mit.edu/handle/1721.1/44963 }
@inproceedings{Amini2009, title = Learning from Multiple Partially Observed Views --an Application to Multilingual Text Categorization authors = M Amini and N Usunier and C Goutte year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0688.pdf }
@inproceedings{Ganchev2009, title = Posterior vs. Parameter Sparsity in Latent Variable Models authors = Kuzman Ganchev and Ben Taskar and Fernando Pereira and Jo{\~a}o V Graca year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips22/NIPS2009_1109.pdf }
@inproceedings{Hsu2009, title = Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning authors = A Hsu and Thomas L Griffiths year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0639.pdf }
@inproceedings{Teh2009, title = Indian Buffet Processes with Power-law Behavior authors = Yee-Whye Teh and D G{\"o}r{\"u}r year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 }
@article{Sahin2009, title = Sequential Processing of Lexical, Grammatical, and Phonological Information Within Broca's Area authors = Ned Sahin and Steven Pinker and Sydney Cash and Donald Schomer and Eric Halgren year = 2009 journal = Science month = 10 number = 5951 pages = 445 volume = 326 URL = http://www.sciencemag.org/cgi/content/full/326/5951/445 }
@article{Resnik2009, title = Gibbs Sampling for the Uninitiated authors = Philip Resnik and Eric Hardisty year = 2009 month = 01 URL = http://www.umiacs.umd.edu/~resnik/pubs/gibbs.pdf }
@inproceedings{Lampert2009, title = Learning To Detect Unseen Object Classes by Between-Class Attribute Transfer authors = Christoph Lampert and Hannes Nickisch and Stefan Harmeling year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 04 pages = 1--8 }
@inproceedings{Huang2009, title = Self-training PCFG grammars with latent annotations across languages authors = Zhongqiang Huang and Mary Harper year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 pages = 832--841 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Mohamed2009, title = Deep Belief Networks for phone recognition authors = A Mohamed and G Dahl and Geoffrey Hinton year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 }
@inproceedings{Wright2009, title = Implicit Elastic Matching with Random Projections for Pose-Variant Face Recognition authors = John Wright and Gang Hua year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://www.ece.northwestern.edu/~ganghua/publication/CVPR09a.pdf }
@article{Jelinek2009, title = The Dawn of Statistical ASR and MT authors = F Jelinek year = 2009 journal = Computational Linguistics month = 01 number = Early Access pages = 1--11 }
@inproceedings{Yu2009, title = Learning Structural SVMs with Latent Variables authors = Chun-Nam John Yu and Thorsten Joachims year = 2009 booktitle = International conference on Machine learning month = 01 pages = 1--8 }
@inproceedings{Blunsom2009, title = A Note on the Implementation of Hierarchical Dirichlet Processes authors = Phil Blunsom and Trevor Cohn and Sharon Goldwater and Mark Johnson year = 2009 booktitle = Association for Computational Linguistics month = 01 URL = http://homepages.inf.ed.ac.uk/pblunsom/pubs/blunsom-acl09-short.pdf }
@article{Johnson2009, title = Inference for PCFGs and Adaptor Grammars authors = Mark Johnson year = 2009 journal = Advances in Neural Information Processing Systems month = 12 pages = 1--64 URL = http://www.cog.brown.edu/~mj/papers/johnson-nips09-grammar.pdf }
@article{Goldwater2009, title = A Bayesian framework for word segmentation: Exploring the effects of context authors = Sharon Goldwater and Thomas L Griffiths and Mark Johnson year = 2009 journal = Cognition month = 01 URL = http://cocosci.berkeley.edu/tom/papers/wordseg3.pdf }
@article{Johnson2009, title = Grammars and Topic Models authors = Mark Johnson year = 2009 journal = Advances in Neural Information Processing Systems month = 01 URL = http://www.cog.brown.edu/~mj/papers/johnson-nips09-topic.pdf }
@article{Nguyen2009, title = On surrogate loss functions and f-divergences authors = XuanLong Nguyen and Martin J Wainwright and Michael I Jordan year = 2009 journal = The Annals of Statistics month = 04 number = 2 pages = 876--904 volume = 37 URL = http://projecteuclid.org/euclid.aos/1236693153 }
@article{Broadbent2009, title = Universal Blind Quantum Computation authors = Anee Broadbent and Joseph Fitzsimons and Elham Kashefi year = 2009 journal = arXiv month = 05 pages = 1--16 }
@inproceedings{Alexandrescu2009, title = Graph-based Learning for Statistical Machine Translation authors = Andrei Alexandrescu and Katrin Kirchhoff year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1014.pdf }
@inproceedings{Beigman2009, title = Learning with Annotation Noise authors = Eyal Beigman and Beata Beigman Klebanov year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 URL = http://www.aclweb.org/anthology-new/P/P09/P09-1032.pdf }
@inproceedings{Liang2009, title = Online EM for Unsupervised Models authors = Percy Liang and Dan Klein year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 611--619 URL = http://www.aclweb.org/anthology/N/N09/N09-1069.pdf }
@inbook{Liang2009, title = Probabilistic Grammars and Hierarchical Dirichlet Processes authors = Percy Liang and Michael I Jordan and Dan Klein year = 2009 booktitle = The Oxford Handbook of Applied Bayesian Analysis month = 01 }
@inproceedings{Pauls2009, title = K-Best A Parsing authors = Adam Pauls and Dan Klein year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 }
@inproceedings{Liang2009, title = Learning Semantic Correspondences with Less Supervision authors = Percy Liang and Michael I Jordan and Dan Klein year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 pages = 91--99 URL = http://www.aclweb.org/anthology/P/P09/P09-1011.pdf }
@inproceedings{DeNeefe2009, title = Synchronous Tree Adjoining Machine Translation authors = Steve DeNeefe and Kevin Knight year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1076.pdf }
@book{Knight2009, title = Bayesian Inference with Tears authors = Kevin Knight year = 2009 month = 01 URL = http://www.isi.edu/natural-language/people/bayes-with-tears.pdf }
@inproceedings{Ravi2009, title = Minimized Models for Unsupervised Part-of-Speech Tagging authors = S Ravi and Kevin Knight year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 pages = 504--512 }
@article{Hartsuiker2009, title = Error Monitoring in Speech Production: A Computational Test of the Perceptual Loop Theory authors = Robert J Hartsuiker and Herman H J Kolk year = 2009 journal = Cognitive Psychology month = 02 pages = 45 volume = 42 }
@inproceedings{Gould2009, title = Decomposing a Scene into Geometric and Semantically Consistent Regions authors = Stephen Gould and Richard Fulton and Daphne Koller year = 2009 booktitle = International Conference on Computer Vision month = 07 pages = 1--8 }
@inproceedings{Gould2009, title = Region-based Segmentation and Object Detection authors = Stephen Gould and T Gao and Daphne Koller year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0576.pdf }
@inproceedings{Koller2009, title = Dependency Trees and the Strong Generative Capacity of CCG authors = Alexander Koller and Marco Kuhlmann year = 2009 booktitle = Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009) month = 03 pages = 460--468 URL = http://www.aclweb.org/anthology/E09-1053.pdf }
@article{Moon2009, title = Sinkhorn solves Sudoku authors = Todd K Moon and Jacob H Gunther and Joseph J Kupin year = 2009 journal = Information Theory month = 01 URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber }
@inproceedings{Taylor2009, title = I-Bug: An intensity-based bug algorithm authors = Kamilah Taylor and Steven M. LaValle year = 2009 booktitle = IEEE International Conference on Robotics and Automation }
@phdthesis{Lacoste-Julien2009, title = Discriminative Machine Learning with Structure authors = S Lacoste-Julien year = 2009 school = University of California, Berkeley month = 01 URL = http://www.google.com/search?client }
@inproceedings{Hopkins2009, title = Cube Pruning as Heuristic Search authors = Mark Hopkins and Greg Langmead year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1007.pdf }
@article{Cardamone2009, title = Learning drivers for TORCS through imitation using supervised methods authors = L Cardamone and D Loiacono and PL Lanzi year = 2009 month = 01 pages = 148--155 }
@inbook{Clark2009, title = Unsupervised Learning and Grammar Induction authors = Alexander Clark and Shalom Lappin year = 2009 booktitle = Computational Linguistics and Natural Language Processing Handbook month = 04 URL = http://www.dcs.kcl.ac.uk/staff/lappin/papers/clark-lappin_handbook_chapter.pdf }
@article{Evans2009, title = The myth of language universals: Language diversity and its importance for cognitive science authors = Nicholas Evans and Stephen C Levinson year = 2009 journal = Behavioral and Brain Sciences month = 10 number = 05 pages = 429 volume = 32 }
@inproceedings{Huang2009, title = Bilingually-constrained (monolingual) shift-reduce parsing authors = Liang Huang and Wenbin Jiang and Qun Liu year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Lopez2009, title = Translation as Weighted Deduction authors = Adam Lopez year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1061.pdf }
@book{Domingos2009, title = Markov Logic: An Interface Layer for Artificial Intelligence authors = Pedro Domingos and Daniel Lowd year = 2009 month = 06 pages = 1--155 }
@book{Mahmoud2009, title = Polya Urn Models authors = Hosam M Mahmoud year = 2009 month = 01 URL = http://www.crcnetbase.com.proxy2.library.illinois.edu/isbn/9781420059830 }
@inproceedings{Lim2009, title = Context by Region Ancestry authors = Joseph J Lim and Pablo Arbelaez and Chunhui Gu and Jitendra Malik year = 2009 booktitle = International Conference on Computer Vision month = 01 URL = http://www.eecs.berkeley.edu/~lim/paper/lagm_iccv09.pdf }
@inproceedings{Malik2009, title = Poselets: Body Part Detectors Trained Using 3D Human Pose Annotations authors = Jitendra Malik year = 2009 booktitle = International Conference on Computer Vision month = 07 pages = 1--8 }
@inproceedings{Gu2009, title = Recognition using Regions authors = Chunhui Gu and Joseph J Lim and Pablo Arbela ez and Jitendra Malik year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 04 pages = 1--8 }
@inproceedings{Maji2009, title = Object Detection using a Max-Margin Hough Transform authors = Subhransu Maji and Jitendra Malik year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 04 pages = 1--8 }
@inproceedings{Ramage2009, title = Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora authors = Daniel Ramage and David Hall and Ramesh Nallapati and Christopher D Manning year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://www.aclweb.org/anthology-new/D/D09/D09-1026.pdf }
@inproceedings{Finkel2009, title = Joint parsing and named entity recognition authors = JR Finkel and Christopher D Manning year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 326--334 }
@article{Maratsos2009, title = More overregularizations after all: new data and discussion on Marcus, Pinker, Ullman, Hollander, Rosen \\& Xu authors = Michael Maratsos year = 2009 journal = Child Language month = 09 pages = 183--212 volume = 27 }
@inproceedings{Chum2009, title = Geometric min-hashing: Finding a (thick) needle in a haystack authors = O Chum and M Perdoch and J Matas year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 }
@inproceedings{Mimno2009, title = Polylingual Topic Models authors = David Mimno and Hanna M Wallach and Jason Naradowsky and David A Smith and Andrew McCallum year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://www.cs.umass.edu/~dasmith/pltm.pdf }
@inproceedings{Wallach2009, title = Rethinking LDA: Why Priors Matter authors = Hanna M Wallach and David Mimno and Andrew McCallum year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://www.cs.umass.edu/~wallach/publications/wallach09rethinking.pdf }
@inproceedings{Druck2009, title = Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria authors = Gregory Druck and Gideon Mann and Andrew McCallum year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 pages = 360--368 URL = http://dl.acm.org/citation.cfm?id }
@inproceedings{III2009, title = Improving Unsupervised Dependency Parsing with Richer Contexts and Smoothing authors = William P Headden III and Mark Johnson and David McClosky year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 101--109 }
@book{Kubler2009, title = Dependency parsing authors = Sandra Kubler and Joakim Nivre and Ryan McDonald year = 2009 month = 01 number = 1 pages = 1--127 volume = 1 }
@inproceedings{Ranganath2009, title = It's Not You, it's Me: Detecting Flirting and its Misperception in Speed-Dates authors = R Ranganath and Daniel Jurafsky and D McFarland year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 }
@article{Endress2009, title = Perceptual and memory constraints on language acquisition authors = Ansgar D Endress and Marina Nespor and Jacques Mehler year = 2009 journal = Cell month = 08 number = 8 pages = 348--353 volume = 13 URL = http://linkinghub.elsevier.com/retrieve/pii/S1364661309001429 }
@article{Fernandez-Duque2009, title = The Biology of Paternal Care in Human and Nonhuman Primates authors = Eduardo Fernandez-Duque and Claudia R Valeggia and Sally P Mendoza year = 2009 journal = Annual Review of Anthropology month = 10 number = 1 pages = 115--130 volume = 38 doi = 10.1146/annurev-anthro-091908-164334 }
@article{Merino2009, title = Language Loss in Bilingual Chicano Children authors = Barbara J Merino year = 2009 journal = Journal of Applied Developmental Psychology month = 06 pages = 1--10 }
@inproceedings{Huang2009, title = Learning with structured sparsity authors = J Huang and T Zhang and D Metaxas year = 2009 booktitle = International conference on Machine learning month = 01 pages = 417--424 }
@article{Kohl2009, title = Evolving neural networks for strategic decision-making problems authors = N Kohl and Risto Miikkulainen year = 2009 journal = Neural Networks month = 01 }
@inproceedings{Wallach2009, title = Evaluation Methods for Topic Models authors = Hanna M Wallach and Iain Murray and Ruslan Salakhutdinov and David Mimno year = 2009 booktitle = International conference on Machine learning month = 01 URL = http://www.cs.umass.edu/~wallach/publications/wallach09evaluation.pdf }
@inproceedings{Palatucci2009, title = Zero-Shot Learning with Semantic Output Codes authors = M Palatucci and D Pomerleau and Geoffrey Hinton and Tom M Mitchell year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 }
@inproceedings{Gupta2009, title = Using Closed Captions to Train Activity Recognizers that Improve Video Retrieval authors = Sonal Gupta and Raymond Mooney year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 }
@inproceedings{Reisinger2009, title = Spherical Topic Models authors = Joseph Reisinger and A Waters and B Silverthorn and Raymond Mooney year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://www.umiacs.umd.edu/~jbg/nips_tm_workshop/1.pdf }
@article{Capp{\'e}2009, title = On-line expectation-maximization algorithm for latent data models authors = Olivier Capp{\'e} and Eric Moulines year = 2009 journal = Journal of the Royal Statistical Society: Series B (Statistical Methodology) month = 06 number = 3 pages = 593--613 volume = 71 doi = 10.1111/j.1467-9868.2009.00698.x }
@inproceedings{Lalonde2009, title = Estimating Natural Illumination from a Single Outdoor Image authors = JF Lalonde and Alexei A Efros and SG Narasimhan year = 2009 booktitle = International Conference on Computer Vision month = 01 URL = http://www.google.com/search?client }
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@inproceedings{Chae2009, title = Predicting the fluency of text with shallow structural features: case studies of machine translation and human-written text authors = Jieun Chae and Ani Nenkova year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1017.pdf }
@inproceedings{Mauser2009, title = Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models authors = Arne Mauser and Sasa Hasan and Hermann Ney year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1022.pdf }
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@article{Noble2009, title = Cooperation, Conflict and the Evolution of Communication authors = Jason Noble year = 2009 journal = Adaptive Behavior month = 02 pages = 23 }
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@inproceedings{Hu2009, title = Accelerated Gradient Methods for Stochastic Optimization and Online Learning authors = Chonghai Hu and James T Kwok and Weike Pan year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips22/NIPS2009_0997.pdf }
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@article{Reisinger2009, title = Extending Conceptual Hierarchies with Attributes authors = Joseph Reisinger and Marius Pasca year = 2009 month = 04 pages = 1--9 }
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@article{Petrov2009, title = Coarse-to-Fine Natural Language Processing authors = Slav Petrov year = 2009 journal = Coarse-to-Fine Natural Language Processing month = 01 pages = 1--426 URL = http://www.petrovi.de/data/dissertation.pdf }
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@inproceedings{Li2009, title = Joint and Implicit Registration for Face Recognition authors = Peng Li and Simon J D Prince year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://web4.cs.ucl.ac.uk/research/vis/pvl/publications/RegistrationFree.pdf }
@article{Felzenszwalb2009, title = Object detection with discriminatively trained part based models authors = Pedro F Felzenszwalb and RB Girshick and David McAllester and Deva Ramanan year = 2009 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 }
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@inproceedings{Davidov2009, title = Translation and Extension of Concepts Across Languages authors = Dmitry Davidov and Ari Rappoport year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1021.pdf }
@article{Joseph2009, title = Word length and landing position effects during reading in children and adults authors = Holly S.S.L. Joseph and Simon P. Liversedge and Hazel I. Blythe and Sarah J. White and Keith Rayner year = 2009 journal = Vision Research number = 16 pages = 2078 - 2086 volume = 49 doi = 10.1016/j.visres.2009.05.015 URL = http://www.sciencedirect.com/science/article/pii/S0042698909002582 }
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@inproceedings{Wang2009, title = Quasi-Periodic Event Analysis for Social Game Retrieval authors = Ping Wang and Gregory D Abowd and James M Rehg year = 2009 booktitle = International Conference on Computer Vision month = 09 pages = 1--8 }
@inproceedings{Greene2009, title = More than words: syntactic packaging and implicit sentiment authors = S Greene and Philip Resnik year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 503--511 }
@inproceedings{Stoyanov2009, title = Conundrums in Noun Phrase Coreference Resolution: Making Sense of the State-of-the-Art authors = Veselin Stoyanov and Nathan Gilbert and Claire Cardie and Ellen Riloff year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 pages = 656--664 URL = http://www.aclweb.org/anthology-new/P/P09/P09-1074.pdf }
@article{Roth2009, title = Learning multi-linear representations of distributions for efficient inference authors = Dan Roth and Rajhans Samdani year = 2009 journal = Machine learning month = 01 number = 2 pages = 195--209 volume = 76 }
@article{Roth2009, title = A Unified Representation and Inference Paradigm for Natural Language Processing authors = Dan Roth and M Sammons year = 2009 month = 02 pages = 8 }
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@inproceedings{Su2009, title = Learning a dense multi-view representation for detection, viewpoint classification and synthesis of object categories authors = H Su and M Sun and Li Fei-Fei and S Savarese year = 2009 booktitle = International Conference on Computer Vision month = 01 }
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@inproceedings{Gimpel2009, title = Feature-Rich Translation by Quasi-Synchronous Lattice Parsing authors = Kevin Gimpel and Noah A Smith year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1023.pdf }
@inproceedings{Yano2009, title = Predicting Response to Political Blog Posts with Topic Models authors = Tae Yano and William W Cohen and Noah A Smith year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1054.pdf }
@article{Cohen2009, title = Variational Inference for Grammar Induction with Prior Knowledge authors = Shay B Cohen and Noah A Smith year = 2009 journal = Proceedings of the ACL-IJCNLP 2009 Conference Short Papers month = 01 pages = 1--4 URL = http://www.cs.cmu.edu/~nasmith/ }
@inproceedings{Spoustov{\'a}2009, title = Semi-Supervised Training for the Averaged Perceptron POS Tagger authors = Drahom{\'\\i}ra "johanka" Spoustov{\'a} and Jan Haji{\v c} and Jan Raab and Miroslav Spousta year = 2009 booktitle = Proceedings of the 12th Conference of the European Chapter of the ACL (EACL 2009) month = 03 pages = 763--771 URL = http://www.aclweb.org/anthology/E09-1087 }
@inproceedings{Livingston2009, title = Writing Systems, Transliteration and Decipherment authors = Kevin Livingston and Richard Sproat year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-4008.pdf }
@inproceedings{Rimell2009, title = Unbounded Dependency Recovery for Parser Evaluation authors = Laura Rimell and Stephen Clark and Mark Steedman year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 pages = 813--821 URL = http://www.aclweb.org/anthology/D/D09/D09-1085.pdf }
@inproceedings{Kalyanakrishnan2009, title = An Empirical Analysis of Value Function-Based and Policy Search Reinforcement Learning authors = Shivaram Kalyanakrishnan and Peter Stone year = 2009 booktitle = Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems month = 02 pages = 8 }
@article{Guyon2009, title = Linear Discriminant and Support Vector Classifiers authors = Isabelle Guyon and David G Stork year = 2009 month = 09 pages = 1--24 }
@inproceedings{Ponzetto2009, title = Extracting World and Linguistic Knowledge from Wikipedia authors = Simone Paolo Ponzetto and Michael Strube year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-4004.pdf }
@article{Swingley2009, title = Contributions of infant word learning to language development authors = Daniel Swingley year = 2009 journal = Philosophical Transactions of the Royal Society B: Biological Sciences month = 12 number = 1536 pages = 3617--3632 volume = 364 URL = http://rstb.royalsocietypublishing.org.proxy2.library.illinois.edu/content/364/1536/3617.full }
@article{Szeliski2009, title = Computer Vision: Algorithms and Applications authors = Richard Szeliski year = 2009 journal = arXiv month = 01 URL = http://arxiv.org/abs/0906.1980 }
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@article{Ganchev2009, title = Posterior Regularization for Structured Latent Variable Models authors = Kuzman Ganchev and Jo{\~a}o V Graca and Jennifer Gillenwater and Ben Taskar year = 2009 journal = The Journal of Machine Learning Research month = 01 number = MS-CIS-09-16 URL = http://www.seas.upenn.edu/~kuzman/publications/ganchev_penn_2009.pdf }
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@inproceedings{Blei2009, title = Hierarchical Topic Models and the Nested Chinese Restaurant Process authors = David M Blei and Thomas L Griffiths and Michael I Jordan and Joshua B Tenenbaum year = 2009 booktitle = Advances in Neural Information Processing Systems month = 09 pages = 1--8 }
@inproceedings{Liu2009, title = Nonparametric Scene Parsing: Label Transfer via Dense Scene Alignment authors = Ce Liu and Jenny Yuen and Antonio Torralba year = 2009 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://people.csail.mit.edu/torralba/publications/siftFlowCVPR.pdf }
@inproceedings{Kim2009, title = Unsupervised Detection of Regions of Interest Using Iterative Link Analysis authors = G Kim and Antonio Torralba year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://www.cs.cmu.edu/~gunhee/publish/nips09_gunhee.pdf }
@inproceedings{Poon2009, title = Unsupervised Morphological Segmentation with Log-Linear Models authors = Hoifung Poon and Colin Cherry and Kristina Toutanova year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1024.pdf }
@inproceedings{Sun2009, title = Latent Variable Perceptron Algorithm for Structured Classification authors = Xu Sun and Takuya Matsuzaki and Daisuke Okanohara and Jun'ichi Tsujii year = 2009 booktitle = International Joint Conferences on Artificial Intelligence month = 01 pages = 1236--1242 URL = http://ijcai.org/papers09/Papers/IJCAI09-208.pdf }
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@inproceedings{Roy2009, title = The Mondrian process authors = Deb Roy and Yee-Whye Teh and G Unit year = 2009 booktitle = Advances in Neural Information Processing Systems month = 01 pages = 27 volume = 21 }
@article{Vardi2009, title = Conferences vs Journals in Computing Research authors = Moshe Vardi year = 2009 journal = CACM month = 01 number = 5 volume = 52 doi = 10.1145/1510000/1506410/p5-vardi.pdf }
@phdthesis{Wang2009, title = Structured Topic Models: Jointly Modeling Words and Their Accompanying Modalities authors = Xuerui Wang year = 2009 school = University of Massachusetts Amherst month = 01 URL = http://www.cs.umass.edu/~xuerui/papers/xuerui_thesis.pdf }
@inproceedings{Chiang2009, title = 11,001 New Features for Statistical Machine Translation authors = David Chiang and Kevin Livingston and Wei Wang year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N09/N09-1025.pdf }
@article{Yeung2009, title = Learning words'sounds before learning how words sound: 9-Month-olds use distinct objects as cues to categorize speech information authors = H Henny Yeung and Janet F Werker year = 2009 journal = Cognition month = 11 number = 2 pages = 234--243 volume = 113 doi = 10.1016/j.cognition.2009.08.010 }
@inproceedings{Bengio2009, title = Curriculum Learning authors = Yoshua Bengio and J{\'e}r{\^o}me Louradour and Ronan Collobert and Jason Weston year = 2009 booktitle = International conference on Machine learning month = 01 pages = 1--8 }
@article{Wintner2009, title = What Science Underlies Natural Language Engineering? authors = Shuly Wintner year = 2009 journal = Computational Linguistics month = 01 number = Early Access pages = 1--4 }
@inproceedings{Kirschenbaum2009, title = Lightly Supervised Transliteration for Machine Translation authors = Amit Kirschenbaum and Shuly Wintner year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1050.pdf }
@article{Candes2009, title = Robust principal component analysis? authors = E Candes and X Li and Y Ma and John Wright year = 2009 journal = Arxiv preprint math month = 01 URL = http://arxiv.org/pdf/0912.3599 }
@inproceedings{Martins2009, title = Concise Integer Linear Programming Formulations for Dependency Parsing authors = Andr{\'e}F T Martins and Noah A Smith and Eric P Xing year = 2009 booktitle = Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP month = 08 URL = http://www.cs.cmu.edu/~nasmith/papers/martins+smith+xing.acl09.pdf }
@inproceedings{Martins2009, title = Polyhedral outer approximations with application to natural language parsing authors = AFT Martins and NA Smith and EP Xing year = 2009 booktitle = International conference on Machine learning month = 01 pages = 713--720 }
@book{Kung2009, title = Combinatorics: The Rota Way authors = Joseph PS Kung and Gian-Carlo Rota and Catherine H Yan year = 2009 month = 03 pages = 1--410 }
@inproceedings{K{\"o}pr{\"u}2009, title = Lattice Parsing to Integrate Speech Recognition and Rule-Based Machine Translation authors = Sel{\c c}uk K{\"o}pr{\"u} and Adnan Yazıcı year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1054.pdf }
@article{Joachims2009, title = Cutting-Plane Training of Structural SVMs authors = Thorsten Joachims and Thomas Finley and Chun-Nam John Yu year = 2009 journal = Machine learning month = 01 pages = 27--59 }
@inproceedings{Filippova2009, title = Company-Oriented Extractive Summarization of Financial News authors = Katja Filippova and Mihai Surdeanu and Massimiliano Ciaramita and Hugo Zaragoza year = 2009 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://aclweb.org/anthology-new/E/E09/E09-1029.pdf }
@article{Langford2009, title = Learning Nonlinear Dynamic Models authors = John Langford and Ruslan Salakhutdinov and Tong Zhang year = 2009 journal = arXiv month = 01 URL = http://arxiv.org/abs/0905.3369 }
@inproceedings{Matsoukas2009, title = Discriminative Corpus Weight Estimation for Machine Translation authors = Spyros Matsoukas and Antti-Veikko I Rosti and Bing Zhang year = 2009 booktitle = Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing month = 08 URL = http://aclweb.org/anthology-new/D/D09/D09-1074.pdf }
@inproceedings{Andrzejewski2009, title = Latent Dirichlet Allocation with topic-in-set knowledge authors = D Andrzejewski and Xiaojin Zhu year = 2009 booktitle = Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 43--48 }
@inproceedings{Shaalan2009, title = A hybrid approach for building Arabic diacritizer authors = K Shaalan and HM Abo Bakr and I Ziedan year = 2009 booktitle = Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages month = 01 pages = 27--35 }
@article{Ouattara2009, title = Campbell's monkeys concatenate vocalizations into context-specific call sequences authors = Karim Ouattara and Alban Lemasson and Klaus Zuberbu hler year = 2009 journal = Proceedings of the National Academy of Sciences month = 01 URL = http://www.pnas.org/content/early/2009/12/08/0908118106.full.pdf+html?sid }
@inproceedings{Petrov2010, title = Uptraining for Accurate Deterministic Question Parsing authors = Slav Petrov and Pi-Chuan Chang and Michael Ringgaard and Hiyan Alshawi year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 705--713 URL = http://www.aclweb.org/anthology/D10-1069 }
@inproceedings{Santamaria2010, title = Identifying patterns for unsupervised grammar induction authors = Jesus Santamaria and Lourdes Araujo year = 2010 booktitle = Conference on Computational Natural Language Learning month = 01 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Asuncion2010, title = Approximate Mean Field for Dirichlet-Based Models authors = Arthur Asuncion year = 2010 booktitle = International conference on Machine learning month = 01 URL = http://www.ics.uci.edu/~asuncion/pubs/TM_ICML_10.pdf }
@inproceedings{Baldridge2010, title = Minimized models and grammar-informed initialization for supertagging with highly ambiguous lexicons authors = Jason Baldridge year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 1--9 }
@phdthesis{Barber2010, title = Bayesian Reasoning and Machine Learning authors = David Barber year = 2010 month = 01 URL = http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/090310.pdf }
@inproceedings{Lee2010, title = Simple Type-Level Unsupervised POS Tagging authors = Yoong Keok Lee and Aria Haghighi and Regina Barzilay year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 853--861 URL = http://people.csail.mit.edu/regina/my_papers/typetagging.pdf }
@article{Narayan2010, title = The interaction between acoustic salience and language experience in developmental speech perception: evidence from nasal place discrimination authors = Chandan R Narayan and Janet F Werker and Patrice Speeter Beddor year = 2010 journal = Developmental Science month = 01 number = 3 pages = 407--420 volume = 13 }
@inproceedings{Klebanov2010, title = Some Empirical Evidence for Annotation Noise in a Benchmarked Dataset authors = Beata Beigman Klebanov and Eyal Beigman year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT067.pdf }
@inproceedings{Turian2010, title = Word Representations: A Simple and General Method for Semi-Supervised Learning authors = Joseph Turian and Lev-Arie Ratinov and Yoshua Bengio year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 384--394 URL = http://www.aclweb.org/anthology/P10-1040.pdf }
@book{Berk2010, title = Statistical Learning from a Regression Perspective authors = Richard A Berk year = 2010 month = 05 pages = 1--441 }
@book{Bertsekas2010, title = Convex Optimization Theory: Condenced authors = Dimitri P Bertsekas year = 2010 month = 03 URL = http://www.athenasc.com/convexdualitycondenced.pdf }
@inproceedings{Lamar2010, title = SVD and Clustering for Unsupervised POS Tagging authors = Micahel Lamar and Yaniv Maron and Mark Johnson and Elie Bienenstock year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 215--219 URL = http://www.aclweb.org/anthology-new/P/P10/P10-2040.pdf }
@inproceedings{Maron2010, title = Sphere Embedding: An Application to Part-of-Speech Induction authors = Yaniv Maron and Micahel Lamar and Elie Bienenstock year = 2010 booktitle = Advances in Neural Information Processing Systems month = 01 pages = 1567--1575 URL = http://books.nips.cc/papers/files/nips23/NIPS2010_1196.pdf }
@inproceedings{Hockenmaier2010, title = Normal-form parsing for Combinatory Categorial Grammars with generalized composition and type-raising authors = Julia Hockenmaier and Yonatan Bisk year = 2010 booktitle = Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010) month = 08 pages = 465--473 URL = http://acl.eldoc.ub.rug.nl/mirror/C/C10/C10-1053.pdf }
@inproceedings{Cohn2010, title = Blocked Inference in Bayesian Tree Substitution Grammars authors = Trevor Cohn and Phil Blunsom year = 2010 booktitle = ACL Short month = 01 URL = http://staffwww.dcs.shef.ac.uk/people/T.Cohn/pubs/acl10blocked.pdf }
@inproceedings{Chernova2010, title = Crowdsourcing HRI Through Online Multiplayer Games authors = Sonia Chernova and Jeff Orkin and Cynthia Breazeal year = 2010 booktitle = Dialog with Robots: Papers from the AAAI Fall Symposium month = 01 URL = https://pdfs.semanticscholar.org/a1a2/adbc0d555e16b2874ff291a5615c831774ba.pdf }
@inproceedings{Boxwell2010, title = What a parser can learn from a semantic role labeler and vice versa authors = Stephen A Boxwell and Dennis N Mehay and Chris Brew year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 URL = http://portal.acm.org/citation.cfm?id }
@article{Loiacono2010, title = Learning to overtake in TORCS using simple reinforcement learning authors = D Loiacono and A Prete and P. L Lanzi and L Cardamone year = 2010 month = 01 pages = 1--8 URL = http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber }
@book{Carpenter2010, title = Integrating Out Multinomial Parameters in Latent Dirichlet Allocation and Naive Bayes for Collapsed Gibbs Sampling authors = Bob Carpenter year = 2010 month = 09 URL = http://lingpipe.files.wordpress.com/2010/07/lda3.pdf }
@inproceedings{Ortiz-Mart{\'\\i}nez2010, title = Online Learning for Interactive Statistical Machine Translation authors = Daniel Ortiz-Mart{\'\\i}nez and Ismael Garc{\'\\i}a-Varea and Francisco Casacuberta year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 546--554 URL = http://www.aclweb.org/anthology/N/N10/N10-1079 }
@book{Lehmann2010, title = Theory of Point Estimation authors = EL Lehmann and George Casella year = 2010 month = 08 pages = 1--610 }
@misc{Census2010, title = First Divorce Rate, 2010 authors = US Census year = 2010 booktitle = ncfmr Family Profiles URL = http://ncfmr.bgsu.edu/pdf/family_profiles/file101821.pdf }
@inproceedings{Chang2010, title = Not-So-Latent Dirichlet Allocation: Collapsed Gibbs Sampling Using Human Judgments authors = Jonathan Chang year = 2010 booktitle = North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk month = 01 }
@article{Frintrop2010, title = Computational Visual Attention Systems and Their Cognitive Foundations: A Survey authors = Simone Frintrop and Erich Rome and Henrik I. Christensen year = 2010 journal = ACM Trans. Appl. Percept. month = an, number = 1 pages = 6:1--6:39 volume = 7 doi = 10.1145/1658349.1658355 }
@article{Clair2010, title = Learning grammatical categories from distributional cues: Flexible frames for language acquisition authors = Michelle C St Clair and Padraic Monaghan and Morten H Christiansen year = 2010 journal = Cognition month = 09 number = 3 pages = 341--360 volume = 116 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027710001241 }
@inproceedings{Kummerfeld2010, title = Faster Parsing by Supertagger Adaptation authors = Jonathan K. Kummerfeld and Jessika Roesner and Tim Dawborn and James Haggerty and James Curran and Stephen Clark year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 345--355 URL = http://www.cl.cam.ac.uk/~sc609/pubs/acl10.pdf }
@article{Blunsom2010, title = Unsupervised Induction of Tree Substitution Grammars for Dependency Parsing authors = Phil Blunsom and Trevor Cohn year = 2010 journal = Proceedings of the 2010 Conference on Empirical Methods of Natural Language Processing month = 10 pages = 1204--1213 URL = http://core.kmi.open.ac.uk/display/15719 }
@inproceedings{Blunsom2010, title = Inducing Synchronous Grammars with Slice Sampling authors = Phil Blunsom and Trevor Cohn year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://aclweb.org/anthology-new/N/N10/N10-1028.pdf }
@article{Corballis2010, title = The gestural origins of language authors = Michael C Corballis year = 2010 journal = Wiley Interdisciplinary Reviews: Cognitive Science month = 01 number = 1 pages = 2--7 volume = 1 doi = 10.1002/wcs.2 }
@inproceedings{Downs2010, title = Are Your Participants Gaming the System? Screening Mechanical Turk Workers authors = JS Downs and MB Holbrook and S Sheng and LF Cranor year = 2010 booktitle = Computer Human Interaction month = 01 }
@article{Southgate2010, title = Seventeen-month-olds appeal to false beliefs to interpret others'referential communication authors = Victoria Southgate and Coralie Chevallier and Gergely Csibra year = 2010 journal = Developmental Science month = 01 number = 6 pages = 907--912 volume = 13 doi = 10.1111/j.1467-7687.2009.00946.x }
@article{Street2010, title = More individual differences in language attainment: How much do adult native speakers of English know about passives and quantifiers? authors = JA Street and E Dabrowska year = 2010 journal = Lingua month = 01 }
@article{Jagarlamudi2010, title = Extracting Multilingual Topics from Unaligned Comparable Corpora authors = J Jagarlamudi and Hal Daum{\'e}III year = 2010 journal = ECIR month = 01 }
@article{Lee2010, title = Global and local fMRI signals driven by neurons defined optogenetically by type and wiring authors = Jin Hyung Lee and Remy Durand and Viviana Gradinaru and Feng Zhang and Inbal Goshen and Dae-Shik Kim and Lief E Fenno and Charu Ramakrishnan and Karl Deisseroth year = 2010 journal = Nature month = 05 URL = http://www.nature.com/nature/journal/vaop/ncurrent/full/nature09108.html# }
@article{Diamond2010, title = The Benefits of Multilingualism authors = J Diamond year = 2010 journal = Science month = 10 number = 6002 pages = 332--333 volume = 330 doi = 10.1126/science.1195067 }
@inproceedings{Ritter2010, title = Unsupervised Modeling of Twitter Conversations authors = Alan Ritter and Colin Cherry and Bill Dolan year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT020.pdf }
@inproceedings{Poon2010, title = Unsupervised ontology induction from text authors = Hoifung Poon and Pedro Domingos year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 296--305 }
@article{Dreyer2010, title = A Non-Parametric Model for the Discovery of Inflectional Paradigms from Plain Text using Graphical Models over Strings authors = Markus Dreyer year = 2010 journal = Johns Hopkins University month = 11 URL = http://www.cs.jhu.edu/~jason/papers/dreyer.thesis11.slides.pdf }
@book{Lin2010, title = Data-Intensive Text Processing with MapReduce authors = Jimmy Lin and Chris Dyer year = 2010 month = 04 pages = 1--175 }
@inproceedings{Goldberg2010, title = Easy First Dependency Parsing of Modern Hebrew authors = Yoav Goldberg and Michael Elhadad year = 2010 booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages month = 01 }
@inproceedings{Goldberg2010, title = An efficient algorithm for easy-first non-directional dependency parsing authors = Yoav Goldberg and Michael Elhadad year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 742--750 }
@article{Ponvert2010, title = Simple Unsupervised Identification of Low-level Constituents authors = Elias Ponvert and Jason Baldridge and Katrin Erk year = 2010 journal = Proceedings of the Fourth International Conference on Semantic Computing month = 01 pages = 1--8 URL = http://citeseer.ist.psu.edu/viewdoc/summary?doi }
@inproceedings{Alexe2010, title = What is an object ? authors = Bogdan Alexe and Thomas Deselaers and Vittorio Ferrari year = 2010 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://www.vision.ee.ethz.ch/~calvin/Publications/alexe-cvpr10.pdf }
@mastersthesis{Fitzgerald2010, title = Sources of Overlap Between Language Typology, Parent-Toddler Interaction Style, and Input Informativeness for Tense Marking authors = Colleen Fitzgerald year = 2010 school = University of Illinois at Urbana-Champaign month = 04 pages = 1--37 }
@book{Kolmogorov2010, title = Introductory Real Analysis authors = A N Kolmogorov and S V Fomin year = 2010 month = 02 pages = 1--206 }
@article{Foote2010, title = Integrated knowledge of agreement in early and late English--Spanish bilinguals authors = Rebecca Foote year = 2010 journal = Applied Psycholinguistics month = 10 number = 01 pages = 187--220 volume = 32 URL = http://journals.cambridge.org.proxy2.library.illinois.edu/action/displayAbstract?aid }
@inproceedings{Farhadi2010, title = Every Picture Tells a Story: Generating Sentences from Images authors = Ali Farhadi and M Hejrati and M Sadeghi and Peter Young and Cyrus Rashtchian and Julia Hockenmaier and David Forsyth year = 2010 booktitle = European Conference on Computer Vision month = 01 URL = http://www.springerlink.com/index/H367766M452N5675.pdf }
@inproceedings{Foster2010, title = ``cba to check the spelling'': Investigating Parser Performance on Discussion Forum Posts authors = Jennifer Foster year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT060.pdf }
@inproceedings{Swersky2010, title = A tutorial on stochastic approximation algorithms for training Restricted Boltzmann Machines and Deep Belief Nets authors = Kevin Swersky and Bo Chen and Ben Marlin and Nando de Freitas year = 2010 booktitle = Information Theory and Applications Workshop month = 01 pages = 1--10 URL = http://ieeexplore.ieee.org/search/srchabstract.jsp?tp }
@book{Koller2010, title = Probabilistic Graphical Models authors = Daphne Koller and Nir Friedman year = 2010 month = 01 pages = 1--1266 }
@book{Garcia2010, title = A Tutorial on Correlation Coefficients authors = E Garcia year = 2010 month = 07 pages = 1--10 }
@inproceedings{Attia2010, title = Handling Unknown Words in Statistical Latent-Variable Parsing Models for Arabic, English and French authors = Mohammed Attia and Jennifer Foster and Deirdre Hogan and Joseph Le Roux and Lamia Tounsi and Josef van Genabith year = 2010 booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages month = 01 }
@article{Killingsworth2010, title = A Wandering Mind Is an Unhappy Mind authors = Matthew Killingsworth and Daniel Gilbert year = 2010 journal = Science month = 11 number = 6006 pages = 932 volume = 330 URL = http://www.sciencemag.org/cgi/content/full/330/6006/932 }
@article{Meshi2010, title = Learning Efficiently with Approximate Inference via Dual Losses authors = Ofer Meshi and David Sontag and Tommi S Jaakkola and Amir Globerson year = 2010 journal = International conference on Machine learning month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/download?doi }
@inproceedings{Kwiatkowski2010, title = Inducing Probabilistic CCG Grammars from Logical Form with Higher-Order Unification authors = Tom Kwiatkowski and Luke S Zettlemoyer and Sharon Goldwater year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 URL = http://homepages.inf.ed.ac.uk/sgwater/papers/emnlp10-semParser.pdf }
@article{Cohn2010, title = Inducing Tree-Substitution Grammars authors = Trevor Cohn and Phil Blunsom and Sharon Goldwater year = 2010 journal = The Journal of Machine Learning Research month = 11 pages = 3053--3096 volume = 11 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@inproceedings{Hwang2010, title = Reading Between The Lines: Object Localization Using Implicit Cues from Image Tags authors = SJ Hwang and K Grauman year = 2010 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 }
@article{Frigyik2010, title = Introduction to the Dirichlet Distribution and Related Processes authors = Bela A Frigyik and Amol Kapila and Maya R Gupta year = 2010 journal = ee.washington.edu month = 12 URL = http://www.ee.washington.edu/research/guptalab/publications/UWEETR-2010-0006.pdf }
@book{Habash2010, title = Introduction to Arabic Natural Language Processing authors = Nizar Y Habash year = 2010 month = 12 doi = 10.2200/S00277ED1V01Y201008HLT010 }
@article{Clark2010, title = Using Contextual Representations to Efficiently Learn Context-Free Languages authors = Alexander Clark and R{\'e}mi Eyraud and Amaury Habrard year = 2010 journal = The Journal of Machine Learning Research month = 01 URL = http://www.cs.rhul.ac.uk/home/alexc/papers/clark10a.pdf }
@book{Harju2010, title = Lecture Notes on Graph Theory authors = Tero Harju year = 2010 month = 11 pages = 1--100 }
@article{Baillargeon2010, title = False-belief understanding in infants authors = Ren{\'e}e Baillargeon and Rose M Scott and Zijing He year = 2010 journal = Cell month = 03 number = 3 pages = 110--118 volume = 14 URL = http://linkinghub.elsevier.com/retrieve/pii/S1364661309002885 }
@inproceedings{Rashtchian2010, title = Collecting Image Annotations Using Amazon's Mechanical Turk authors = Cyrus Rashtchian and Peter Young and Micah Hodosh and Julia Hockenmaier year = 2010 booktitle = North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk month = 01 }
@inproceedings{H{\"a}nig2010, title = Improvements in unsupervised co-occurrence based parsing authors = Christian H{\"a}nig year = 2010 booktitle = Conference on Computational Natural Language Learning month = 01 pages = 1 }
@article{Ipeirotis2010, title = Demographics of mechanical turk authors = Panagiotis G Ipeirotis year = 2010 journal = NYU Working Paper number = CEDER-10-01 }
@inproceedings{Rush2010, title = On dual decomposition and linear programming relaxations for natural language processing authors = Alexander M Rush and David Sontag and Michael Collins and Tommi S Jaakkola year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 URL = http://portal.acm.org/citation.cfm?id }
@article{Jaeger2010, title = Redundancy and reduction: Speakers manage syntactic information density authors = T Florian Jaeger year = 2010 journal = Cognitive Psychology month = 08 number = 1 pages = 23--62 volume = 61 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010028510000083 }
@article{Vandenberghe2010, title = Algorithms for large-scale convex optimization authors = Lieven Vandenberghe and Tobias Lindstr{\o}m Jensen year = 2010 journal = DTU month = 01 pages = 1--258 }
@inproceedings{Naseem2010, title = Using universal linguistic knowledge to guide grammar induction authors = Tahira Naseem and Harr Chen and Regina Barzilay and Mark Johnson year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 1234--1244 URL = http://www.google.com/search?client }
@inproceedings{McClosky2010, title = Automatic Domain Adaptation for Parsing authors = David McClosky and Eugene Charniak and Mark Johnson year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT004.pdf }
@inproceedings{Johnson2010, title = PCFGs, topic models, adaptor grammars and learning topical collocations and the structure of proper names authors = Mark Johnson year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 1148--1157 }
@article{Blei2010, title = The Nested Chinese Restaurant Process and Bayesian Nonparametric Inference of Topic Hierarchies authors = David M Blei and Thomas L Griffiths and Michael I Jordan year = 2010 journal = Journal of the ACM month = 01 number = 2 pages = 1--30 volume = 57 URL = http://portal.acm.org/citation.cfm?doid }
@inbook{Jordan2010, title = Bayesian Nonparametric Learning: Expressive Priors for Intelligent Systems authors = Michael I Jordan year = 2010 booktitle = Heuristics, Probability and Causality: A Tribute to Judea Pearl month = 01 }
@book{Wainwright2010, title = A Variational Principle for Graphical Models authors = Martin J Wainwright and Michael I Jordan year = 2010 month = 07 pages = 1--52 }
@inproceedings{Spitkovsky2010, title = From Baby Steps to Leapfrog: How ``Less is More''in Unsupervised Dependency Parsing authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 751--759 }
@inproceedings{Sundaram2010, title = Dense point trajectories by GPU-accelerated large displacement optical flow authors = Narayanan Sundaram and Thomas Brox and Kurt Keutzer year = 2010 booktitle = European Conference on Computer Vision month = 01 URL = http://www.springerlink.com/index/DWPX5R1N6K463432.pdf }
@article{Scott-Phillips2010, title = Language evolution in the laboratory authors = Thomas C Scott-Phillips and Simon Kirby year = 2010 journal = Cell month = 09 number = 9 pages = 411--417 volume = 14 URL = http://www.cell.com.proxy2.library.illinois.edu/trends/cognitive-sciences/fulltext/S1364-6613(10)00140-3 }
@inproceedings{Haghighi2010, title = Coreference Resolution in a Modular, Entity-Centered Model authors = Aria Haghighi and Dan Klein year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT061.pdf }
@inproceedings{Angeli2010, title = A Simple Domain-Independent Probabilistic Approach to Generation authors = Gabor Angeli and Percy Liang and Dan Klein year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 502--512 URL = http://www.aclweb.org/anthology/D10-1049 }
@inproceedings{Liang2010, title = Type-Based MCMC authors = Percy Liang and Michael I Jordan and Dan Klein year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 573--581 URL = http://www.aclweb.org/anthology/N/N10/N10-1082 }
@inproceedings{Berg-Kirkpatrick2010, title = Phylogenetic Grammar Induction authors = Taylor Berg-Kirkpatrick and Dan Klein year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 1288--1297 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@inproceedings{Berg-Kirkpatrick2010, title = Painless Unsupervised Learning with Features authors = Taylor Berg-Kirkpatrick and John DeNero and Dan Klein year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 582--590 URL = http://www.cs.berkeley.edu/~tberg/papers/naaclhlt2010.pdf }
@inproceedings{Burkett2010, title = Joint Parsing and Alignment with Weakly Synchronized Grammars authors = David Burkett and John Blitzer and Dan Klein year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT015.pdf }
@inproceedings{Pauls2010, title = Unsupervised Syntactic Alignment with Inversion Transduction Grammars authors = Adam Pauls and Dan Klein and David Chiang and Kevin Knight year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT014.pdf }
@inproceedings{Kumar2010, title = Self-Paced Learning for Latent Variable Models authors = M Pawan Kumar and Ben Packer and Daphne Koller year = 2010 month = 01 }
@inproceedings{Matuszek2010, title = Following directions using statistical machine translation authors = Cynthia Matuszek and Dieter Fox and Karl Koscher year = 2010 booktitle = Proceedings of the international conference on Human-robot interaction }
@article{Landau2010, title = The explicit syntax of implicit arguments authors = I Landau year = 2010 journal = Linguistic Inquiry month = 01 doi = 10.1162/LING_a_00001 }
@article{Onieva2010, title = Overtaking opponents with blocking strategies using fuzzy logic authors = E Onieva and L Cardamone and D Loiacono and P. L Lanzi year = 2010 journal = Computational Intelligence and Games month = 01 pages = 123--130 URL = http://ieeexplore.ieee.org/search/srchabstract.jsp?tp }
@inproceedings{Feng2010, title = Topic Models for Image Annotation and Text Illustration authors = Yansong Feng and Mirella Lapata year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 }
@inproceedings{Lang2010, title = Unsupervised Induction of Semantic Roles authors = Joel Lang and Mirella Lapata year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 }
@inproceedings{Feng2010, title = Visual Information in Semantic Representation authors = Yansong Feng and Mirella Lapata year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT011.pdf }
@book{Clark2010, title = Linguistic Nativism and the Poverty of the Stimulus authors = Alexander Clark and Shalom Lappin year = 2010 month = 09 pages = 1--264 }
@inproceedings{Petrovi{\'c}2010, title = Streaming First Story Detection with application to Twitter authors = Sa{\v s}a Petrovi{\'c} and Miles Osborne and Victor Lavrenko year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT021.pdf }
@article{Liberman2010, title = Obituary Fed Jelinek authors = Mark Liberman year = 2010 journal = Computational Linguistics month = 01 number = 4 volume = 36 doi = 10.1162/coli_a_00032 }
@article{Butz2010, title = Effective Racing on Partially Observable Tracks: Indirectly Coupling Anticipatory Egocentric Sensors With Motor Commands authors = Butz and Linhardt and Loenneker year = 2010 journal = IEEE Transactions on Computational Intelligence and AI in Games month = 01 number = 99 pages = 1 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
@article{Brox2010, title = Large displacement optical flow: descriptor matching in variational motion estimation authors = Thomas Brox and Jitendra Malik year = 2010 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 doi = 10.1109/TPAMI.2010.143 }
@inproceedings{Brox2010, title = Object Segmentation by Long Term Analysis of Point Trajectories authors = Thomas Brox and Jitendra Malik year = 2010 booktitle = European Conference on Computer Vision month = 01 pages = 282--295 }
@inproceedings{Malik2010, title = Poselets: Body part detectors trained using 3d human pose annotations authors = Jitendra Malik year = 2010 booktitle = International Conference on Computer Vision month = 01 pages = 1365--1372 }
@inproceedings{Klapaftis2010, title = Taxonomy Learning Using Word Sense Induction authors = Ioannis P Klapaftis and Suresh Manandhar year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT010.pdf }
@inproceedings{Spitkovsky2010, title = Viterbi training improves unsupervised dependency parsing authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky and Christopher D Manning year = 2010 booktitle = Conference on Computational Natural Language Learning month = 07 pages = 9--17 }
@inproceedings{Munro2010, title = Subword Variation in Text Message Classification authors = Robert Munro and Christopher D Manning year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT075.pdf }
@article{Wang2010, title = Re-Structuring, Re-Labeling, and Re-Aligning for Syntax-Based Machine Translation authors = Wei Wang and Jonathan May and Kevin Knight and Daniel Marcu year = 2010 journal = Computational Linguistics month = 01 number = 0 pages = 1--31 volume = 0 doi = 10.1162/coli.2010.36.2.09054 }
@inproceedings{Martens2010, title = Deep learning via Hessian-free optimization authors = James Martens year = 2010 booktitle = International conference on Machine learning month = 05 pages = 1--8 }
@book{Jurafsky2010, title = Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics and Speech Recognition authors = Daniel Jurafsky and James H Martin year = 2010 month = 05 pages = 1--975 }
@article{Girshick2010, title = Object Detection with Grammar Models authors = Ross B Girshick and Pedro F Felzenszwalb and David McAllester year = 2010 journal = Advances in Neural Information Processing Systems month = 01 pages = 1--9 }
@inproceedings{Felzenszwalb2010, title = Cascade Object Detection with Deformable Part Models authors = Pedro F Felzenszwalb and RB Girshick and David McAllester year = 2010 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 URL = http://www.google.com/search?client }
@article{Mann2010, title = Generalized Expectation Criteria for Semi-Supervised Learning with Weakly Labeled Data authors = Gideon S Mann and Andrew McCallum year = 2010 journal = The Journal of Machine Learning Research month = 01 volume = 11 URL = http://www.jmlr.org/papers/volume11/mann10a/mann10a.pdf }
@inproceedings{Riedel2010, title = Modeling Relations and Their Mentions without Labeled Text authors = Sebastian Riedel and Limin Yao and Andrew McCallum year = 2010 booktitle = Joint European Conference on Machine Learning and Knowledge Discovery in Databases month = 01 number = Chapter 10 pages = 148--163 volume = 6323 doi = 10.1007/978-3-642-15939-8_10 }
@article{Guido2010, title = Beardedness in advertising: Effects on endorsers' credibility and purchase intention authors = Gianluigi Guido and Alessandro M Peluso and Velentina Moffa year = 2010 journal = Journal of Marketing Communications month = 04 URL = http://www.informaworld.com/index/921058272.pdf }
@inproceedings{Reisinger2010, title = Multi-Prototype Vector-Space Models of Word Meaning authors = Joseph Reisinger and Raymond Mooney year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 1--10 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT013.pdf }
@inproceedings{Louis2010, title = Creating Local Coherence: An Empirical Assessment authors = Annie Louis and Ani Nenkova year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 313--316 URL = http://www.aclweb.org/anthology/N10-1043 }
@article{Nivre2010, title = Inductive Dependency Parsing of Natural Language Text authors = Joakim Nivre year = 2010 month = 05 pages = 1--60 URL = http://www.google.com/search?aq }
@book{Russell2010, title = Artificial Intelligence: A Modern Approach - 2nd Ed authors = Stuart J Russell and Peter Norvig year = 2010 month = 02 pages = 1--946 }
@article{Lupyan2010, title = Language Structure Is Partly Determined by Social Structure authors = Gary Lupyan and Rick Dale and Dennis O'Rourke year = 2010 journal = PLoS ONE month = 01 number = 1 pages = e8559 volume = 5 doi = 10.1371/journal.pone.0008559 }
@inproceedings{Genzel2010, title = ``Poetic''Statistical Machine Translation: Rhyme and Meter authors = Dmitriy Genzel and Jakob Uszkoreit and Franz Josef Och year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 URL = http://research.google.com/pubs/archive/36745.pdf }
@inproceedings{Levenberg2010, title = Stream-based Translation Models for Statistical Machine Translation authors = Abby Levenberg and Chris Callison-Burch and Miles Osborne year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://www.aclweb.org/anthology/N/N10/N10-1062 }
@article{Ding2010, title = Variational nonparametric Bayesian Hidden Markov Model authors = Nan Ding and Zhijian Ou year = 2010 journal = 2010 IEEE International Conference on Acoustics, Speech and Signal Processing month = 01 pages = 2098--2101 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
@article{Erk2010, title = A Flexible, Corpus-Driven Model of Regular and Inverse Selectional Preferences authors = Katrin Erk and Sebastian Pad{\'o} and Ulrike Pad{\'o} year = 2010 journal = Computational Linguistics month = 12 number = 4 pages = 723--763 volume = 36 doi = 10.1162/coli_a_00017 }
@article{Cheung2010, title = Utilizing Extra-Sentential Context for Parsing authors = Jackie Chi Kit Cheung and Gerald Penn year = 2010 journal = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 1--11 }
@inproceedings{Fowler2010, title = Accurate Context-Free Parsing with Combinatory Categorial Grammar authors = Timothy A D Fowler and Gerald Penn year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 335--344 URL = http://www.aclweb.org/anthology/P10-1035 }
@inproceedings{Subramanya2010, title = Efficient Graph-Based Semi-Supervised Learning of Structured Tagging Models authors = Amarnag Subramanya and Slav Petrov and Fernando Pereira year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 167--176 URL = http://www.aclweb.org/anthology/D10-1017 }
@book{Pierce2010, title = Types and Programming Languages authors = Benjamin C Pierce year = 2010 month = 04 pages = 1--536 }
@article{Palazzo2010, title = Patterns, correlates, and reduction of homework copying authors = David J Palazzo and Young-Jin Lee and Rasil Warnakulasooriya and David E Pritchard year = 2010 journal = The American Physical Society month = 01 URL = http://prst-per.aps.org/pdf/PRSTPER/v6/i1/e010104 }
@inproceedings{Marton2010, title = Improving Arabic Dependency Parsing with Lexical and Inflectional Morphological Features authors = Yuval Marton and Nizar Y Habash and Owen Rambow year = 2010 booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages month = 01 }
@inproceedings{Abend2010, title = Improved Unsupervised POS Induction through Prototype Discovery authors = Omri Abend and Roi Reichart and Ari Rappoport year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 1298--1307 URL = http://www.cs.huji.ac.il/~roiri/papers/P10-1132.pdf }
@inproceedings{Reichart2010, title = Improved fully unsupervised parsing with zoomed learning authors = Roi Reichart and Ari Rappoport year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 684--693 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Reichart2010, title = Improved Unsupervised POS Induction Using Intrinsic Clustering Quality and a Zipfian Constraint authors = Roi Reichart and Raanan Fattal and Ari Rappoport year = 2010 booktitle = Conference on Computational Natural Language Learning month = 07 pages = 57--66 URL = http://www.cs.huji.ac.il/~roiri/papers/W10-2909.pdf }
@inproceedings{Chiang2010, title = Bayesian Inference for Finite-State Transducers authors = David Chiang and Jonathan Graehl and Kevin Knight and Adam Pauls and Sujith Ravi year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://www.aclweb.org/anthology/N/N10/N10-1068 }
@inproceedings{Lange2010, title = Deep Auto-Encoder Neural Networks in Reinforcement Learning authors = Sascha Lange and Martin Riedmiller year = 2010 booktitle = The International Joint Conference on Neural Networks IJCNN month = 07 pages = 1--8 URL = http://ieeexplore.ieee.org/ielx5/5581822/5595732/05596468.pdf?tp }
@inproceedings{Zhang2010, title = Chart Pruning for Fast Lexicalised-Grammar Parsing authors = Yue Zhang and Byung-Gyu Ahn and Stephen Clark and Curt Van Wyk and James Curran and Laura Rimell year = 2010 booktitle = Coling 2010: Posters month = 08 pages = 1471--1479 URL = http://www.cl.cam.ac.uk/~sc609/pubs/coling10.pdf }
@inproceedings{Haertel2010, title = Automatic Diacritization for Low-Resource Languages Using a Hybrid Word and Consonant CMM authors = Robbie A Haertel and Peter McClanahan and Eric K Ringger year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT076.pdf }
@article{Ritter2010, title = A latent dirichlet allocation method for selectional preferences authors = Oren Etzioni Alan Ritter year = 2010 month = 01 URL = http://citeseerx.ist.psu.edu/viewdoc/summary?doi }
@inproceedings{Clarke2010, title = Driving Semantic Parsing from the World's Response authors = James Clarke and Dan Goldwasser and Ming-Wei Chang and Dan Roth year = 2010 booktitle = Conference on Computational Natural Language Learning month = 01 URL = http://l2r.cs.uiuc.edu/~danr/Papers/CGCR10.pdf }
@inproceedings{Chang2010, title = Structured Output Learning with Indirect Supervision authors = Ming-Wei Chang and Vivek Srikumar and Dan Goldwasser and Dan Roth year = 2010 booktitle = Proceedings of the th International Conference on Machine Learning month = 05 pages = 1--8 URL = https://mail.google.com/mail/u/0/ }
@inproceedings{Connor2010, title = Starting From Scratch in Semantic Role Labeling authors = Michael Connor and Yael Gertner and Cynthia Fisher and Dan Roth year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 989--998 URL = http://cogcomp.cs.illinois.edu/papers/CGFR10.pdf }
@article{Lany2010, title = From Statistics to Meaning: Infants' Acquisition of Lexical Categories authors = Jill Lany and J R Saffran year = 2010 journal = Psychological Science month = 02 number = 2 pages = 284--291 volume = 21 doi = 10.1177/0956797609358570 }
@article{Sahni2010, title = Connecting Cues: Overlapping Regularities Support Cue Discovery in Infancy authors = Sarah D Sahni and Mark S Seidenberg and Jenny R Saffran year = 2010 journal = Child Development month = 05 pages = 727--736 volume = 81 }
@inproceedings{Bottou2010, title = Large-Scale Machine Learning with Stochastic Gradient Descent authors = L{\'e}on Bottou and Yves Lechevallier and Gilbert Saporta year = 2010 booktitle = COMPSTAT month = 08 pages = 177--187 URL = http://leon.bottou.org/papers/bottou-2010 }
@inproceedings{Kuhlmann2010, title = The importance of rule restrictions in CCG authors = Marco Kuhlmann and Alexander Koller and Giorgio Satta year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 534--543 }
@inproceedings{Tsarfaty2010, title = Modeling Morphosyntactic Agreement in Constituency-Based Parsing of Modern Hebrew authors = Reut Tsarfaty and Khalil Sima'an year = 2010 booktitle = North American Chapter of the Association for Computational Linguistics HLT 2010 First Workshop on Statistical Parsing of Morphologically-Rich Languages month = 01 }
@inproceedings{Cohen2010, title = Variational Inference for Adaptor Grammars authors = Shay B Cohen and David M Blei and Noah A Smith year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 564--572 URL = http://www.aclweb.org/anthology/N/N10/N10-1081 }
@inproceedings{Gimpel2010, title = Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions authors = Kevin Gimpel and Noah A Smith year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://www.cs.cmu.edu/~nasmith/papers/gimpel+smith.naacl10.pdf }
@inproceedings{Das2010, title = Probabilistic Frame-Semantic Parsing authors = Dipanjan Das and Nathan Schneider and Desai Chen and Noah A Smith year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = http://groups.google.com/group/ut-nll/web/2010-smith-framenet-parsing-draft.pdf }
@article{Cohen2010, title = Covariance in Unsupervised Learning of Probabilistic Grammars authors = Shay B Cohen and Noah A Smith year = 2010 journal = The Journal of Machine Learning Research month = 11 pages = 3117--3151 URL = http://www.cs.cmu.edu/~scohen/jmlr10pgcovariance.pdf }
@article{Barner2010, title = Words as Windows to Thought: The Case of Object Representation authors = D Barner and P Li and Jesse Snedeker year = 2010 journal = Current Directions in Psychological Science month = 06 number = 3 pages = 195--200 volume = 19 doi = 10.1177/0963721410370294 }
@inproceedings{Sogaard2010, title = Simple Semi-Supervised Training of Part-Of-Speech Taggers authors = Anders Sogaard year = 2010 booktitle = Proceedings of the ACL 2010 Conference Short Papers month = 07 pages = 205--208 URL = http://www.aclweb.org/anthology/P10-2038 }
@inproceedings{Koo2010, title = Dual Decomposition for Parsing with Non-Projective Head Automata authors = Terry Koo and Alexander M Rush and Michael Collins and Tommi S Jaakkola and David Sontag year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 URL = http://people.csail.mit.edu/maestro/papers/koo10mstdd.pdf }
@inproceedings{Christodoulopoulos2010, title = Two Decades of Unsupervised POS induction: How far have we come? authors = Christos Christodoulopoulos and Sharon Goldwater and Mark Steedman year = 2010 booktitle = Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing month = 10 }
@article{Steedman2010, title = Categorial Grammar authors = Mark Steedman year = 2010 journal = The MIT Encyclopedia of Cognitive Sciences month = 04 pages = 1--9 }
@inproceedings{Jung2010, title = Gaussian processes for sample efficient reinforcement learning with RMAX-like exploration authors = Tobias Jung and Peter Stone year = 2010 booktitle = European Conference on Machine Learning month = 01 URL = http://www.cs.utexas.edu/~tjung/Neuer%20Ordner/ecml10.pdf }
@book{Strang2010, title = Computational Science and Engineering authors = Gilbert Strang year = 2010 month = 09 pages = 1--727 }
@book{Szepesv{\'a}ri2010, title = Algorithms for Reinforcement Learning authors = Csaba Szepesv{\'a}ri year = 2010 month = 01 number = 1 pages = 1--103 volume = 4 doi = 10.2200/S00268ED1V01Y201005AIM009 }
@inproceedings{Boxwell2010, title = A Pilot Arabic CCGbank authors = Stephen A Boxwell and Chris Brew and Nicoletta Calzolari Conference Chair and Khalid Choukri and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis and Mike Rosner and Daniel Tapias year = 2010 booktitle = Proceedings of the Seventh International Conference on Language Resources and Evaluation (LREC'10) month = 05 }
@inproceedings{Gillenwater2010, title = Sparsity in Dependency Grammar Induction authors = Jennifer Gillenwater and Kuzman Ganchev and Jo{\~a}o V Graca and Fernando Pereira and Ben Taskar year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 194--199 URL = http://www.seas.upenn.edu/~taskar/pubs/acl10.pdf }
@inproceedings{Kulesza2010, title = Structured Determinantal Point Processes authors = Alex Kulesza and Ben Taskar year = 2010 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://www.seas.upenn.edu/~taskar/pubs/sdpp_nips10.pdf }
@inbook{Teh2010, title = Dirichlet Process authors = Yee-Whye Teh year = 2010 booktitle = Encyclopedia of Machine Learning month = 01 pages = 280--287 URL = http://www.gatsby.ucl.ac.uk/~ywteh/research/npbayes/dp.pdf }
@inproceedings{Munro2010, title = Crowdsourcing and language studies: the new generation of linguistic data authors = Robert Munro and Steven Bethard and Victor Kuperman and Vicky Tzuyin Lai and Robin Melnick and Christopher Potts and Tyler Schnoebelen and Harry Tily year = 2010 booktitle = North American Chapter of the Association for Computational Linguistics Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk month = 01 }
@inproceedings{Smith2010, title = Extracting Parallel Sentences from Comparable Corpora using Document Level Alignment authors = Jason R Smith and Chris Quirk and Kristina Toutanova year = 2010 booktitle = Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 URL = file:///Volumes/NAACL-HLT/NAACLHLT/pdf/NAACLHLT063.pdf }
@article{Eijck2010, title = Computational Semantics With Functional Programming authors = Jan van Eijck and Christina Unger year = 2010 month = 04 pages = 1--413 }
@inproceedings{Rasiwasia2010, title = A new approach to cross-modal multimedia retrieval authors = Nikhil Rasiwasia and Jose Costa Pereira and Emanuele Coviello and Gabriel Doyle and Gert R. G. Lanckriet and Roger Levy and Nuno Vasconcelos year = 2010 booktitle = Proceedings of the International Conference on Multimedia month = 01 pages = 251--260 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Rosenthal2010, title = An effective personal mobile robot agent through symbiotic human-robot interaction authors = Stephanie Rosenthal and Joydeep Biswas and Manuela Veloso year = 2010 booktitle = Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems: volume 1-Volume 1 pages = 915--922 }
@article{Ferrucci2010, title = Building Watson: An Overview of the DeepQA Project authors = David Ferrucci and Eric Brown and Jennifer Chu-Carroll and James Fan and David Gondek and Aditya A Kalyanpur and Adam Lally and J William Murdock and Eric Nyberg and John Prager and Nico Schlaefer and Chris Welty year = 2010 journal = AI Magazine month = 07 number = 3 pages = 59-79 volume = 31 URL = http://www.aaai.org/ojs/index.php/aimagazine/article/view/2303 }
@article{White2010, title = Hadoop: The Definitive Guide authors = Tom White year = 2010 month = 09 pages = 1--625 }
@article{Woods2010, title = The Right Tools: Reflections on Computation and Language authors = William A Woods year = 2010 journal = Computational Linguistics month = 01 number = 4 volume = 36 doi = 10.1162/coli_a_00018 }
@book{Nocedal2010, title = Numerical Optimization authors = Jorge Nocedal and Stephen J Wright year = 2010 month = 02 pages = 1--685 }
@inproceedings{Zhang2010, title = Semantic Segmentation of Urban Scenes Using Dense Depth Maps authors = Chenxi Zhang and Liang Wang and Ruigang Yang year = 2010 booktitle = European Conference on Computer Vision month = 01 pages = 708--721 URL = http://vis.uky.edu/~wangl/Research/Publication/2010/Stereo_Sceneparsing.pdf }
@book{Wong2010, title = Introduction to Chinese Natural Language Processing authors = Kam-Fai Wong and Wenjie Li and Ruifeng Xu and Zheng-sheng Zhang year = 2010 booktitle = Introduction to Chinese Natural Language Processing month = 02 pages = 1--158 volume = 4 doi = 10.2200/S00211ED1V01Y200909HLT004 }
@inproceedings{{\'O}S{\'e}aghdha2010, title = Latent Variable Models of Selectional Preference authors = Diarmuid {\'O}S{\'e}aghdha year = 2010 booktitle = Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics month = 07 pages = 435--444 URL = http://www.aclweb.org/anthology/P10-1045.pdf }
@inproceedings{Yang2011, title = Corpus-Guided Sentence Generation of Natural Images authors = Yezhou Yang and Ching Lik Teo and Hal Daum{\'e}III and Yiannis Aloimonos year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 URL = http://www.google.ca/url?sa }
@inproceedings{Tsarfaty2011, title = Evaluating Dependency Parsing: Robust and Heuristics-Free Cross-Annotation Evaluation authors = Reut Tsarfaty and Joakim Nivre and Evelina Andersson year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 URL = http://stp.lingfil.uu.se/~tsarfaty/pdfs/emnlp11.pdf }
@article{Tsarfaty2011, title = Evaluating Dependency Parsing authors = Reut Tsarfaty and Joakim Nivre and Evelina Andersson year = 2011 journal = The Israeli Seminar for Computational Linguistics month = 06 pages = 1--35 }
@article{Atkinson2011, title = Phonemic Diversity Supports a Serial Founder Effect Model of Language Expansion from Africa authors = Q D Atkinson year = 2011 journal = Science month = 04 number = 6027 pages = 346--349 volume = 332 doi = 10.1126/science.1199295 }
@inproceedings{Ross2011, title = {A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning} authors = Stephane Ross and Geoffrey J. Gordon and J. Andrew Bagnell year = 2011 booktitle = Proceedings of the 14th International Conference on Artificial Intelligence and Statistics (AISTATS 2011) month = 11 URL = https://arxiv.org/abs/1011.0686 }
@article{Bem2011, title = Feeling the future: Experimental evidence for anomalous retroactive influences on cognition and affect. authors = D Bem year = 2011 journal = Journal of personality and social psychology month = 01 pages = 407--425 volume = 100 URL = http://psycnet.apa.org/psycarticles/2011-01894-001 }
@inproceedings{Kulkarni2011, title = Baby Talk: Understanding and Generating Image Descriptions authors = Girish Kulkarni and Visruth Premraj and Sagnik Dhar and Siming Li and Yejin Choi and Alexander C Berg and Tamara L Berg year = 2011 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 pages = 1601--1608 URL = http://tamaraberg.com/papers/generation_cvpr11.pdf }
@inproceedings{Ordonez2011, title = Im2Text: Describing Images Using 1 Million Captioned Photographs authors = Vicente Ordonez and Girish Kulkarni and Tamara L. Berg year = 2011 booktitle = Neural Information Processing Systems ({NIPS}) }
@inproceedings{Wang2011, title = Online Variational Inference for the Hierarchical Dirichlet Process authors = Chong Wang and John Paisley and David M Blei year = 2011 booktitle = AIStats month = 01 URL = http://www.cs.cmu.edu/~chongw/papers/WangPaisleyBlei2011.pdf }
@article{Karpicke2011, title = Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping authors = Jeffrey D Karpicke and Janell R Blunt year = 2011 journal = Science month = 01 URL = http://www.sciencemag.org/content/331/6018/772.abstract }
@article{Foote2011, title = The role of morphology in subject--verb number agreement: A comparison of Mexican and Dominican Spanish authors = Rebecca Foote and Kathryn Bock year = 2011 journal = Language and Cognitive Processes month = 03 number = 3 pages = 429--461 volume = 27 doi = 10.1080/01690965.2010.550166 }
@article{Chang2011, title = Gender Biases in Early Number Exposure to Preschool-Aged Children authors = A Chang and C M Sandhofer and C S Brown year = 2011 journal = Journal of Language and Social Psychology month = 12 number = 4 pages = 440--450 volume = 30 doi = 10.1177/0261927X11416207 }
@inproceedings{Kiddon2011, title = That's What She Said: Double Entendre Identication authors = Chlo{\'e} Kiddon and Yuriy Brun year = 2011 booktitle = ACL Short month = 01 }
@inproceedings{Zhang2011, title = Shift-Reduce CCG Parsing authors = Yue Zhang and Stephen Clark year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 683--692 URL = http://www.aclweb.org/anthology/P/P11/P11-1069 }
@article{Zhang2011, title = Syntactic Processing Using the Generalized Perceptron and Beam Search authors = Yue Zhang and Stephen Clark year = 2011 journal = Computational Linguistics month = 03 number = 1 pages = 105--151 volume = 37 doi = 10.1162/coli_a_00037 }
@article{Lee2011, title = ShadowDraw: Real-Time User Guidance for Freehand Drawing authors = Yong Jac Lee and C Lawrence Zitnick and Michael F Cohen year = 2011 journal = Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques month = 01 pages = 1--9 URL = https://webspace.utexas.edu/yl3663/~ylee/shadowdraw/ShadowDrawSiggraph11.pdf }
@article{Fort2011, title = Amazon mechanical turk: Gold mine or coal mine? authors = Kar{\"e}n Fort and Gilles Adda and K Bretonnel Cohen year = 2011 journal = Computational Linguistics number = 2 pages = 413--420 volume = 37 }
@inproceedings{Blunsom2011, title = A Hierarchical Pitman-Yor Process HMM for Unsupervised Part of Speech Induction authors = Phil Blunsom and Trevor Cohn year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 865--874 URL = http://www.aclweb.org/anthology/P11-1087 }
@inproceedings{Rush2011, title = Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation authors = Alexander M Rush and Michael Collins year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 72--82 URL = http://www.aclweb.org/anthology/P/P11/P11-1008 }
@inproceedings{Rush2011, title = Dual Decomposition for Natural Language Processing authors = Alexander M Rush and Michael Collins year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 URL = http://file:///Volumes/ACL_2011/Tutorials/pdf/Tutorials006.pdf }
@article{Cyranoski2011, title = The PHD Factory authors = David Cyranoski year = 2011 journal = Nature month = April pages = 276 -- 279 volume = 472 }
@inproceedings{Daum{\'e}III2011, title = Beyond Structured Prediction: Inverse Reinforcement Learning authors = Hal Daum{\'e}III year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1--26 }
@article{Kloumann2011, title = Positivity of the English language authors = Isabel M. Kloumann and Christopher M. Danforth and Kameron Decker Harris and Catherine A. Bliss and Peter Sheridan Dodds year = 2011 journal = arXiv month = 08 URL = http://arxiv.org/pdf/1108.5192 }
@inproceedings{Chen2011, title = Collecting Highly Parallel Data for Paraphrase Evaluation authors = David Chen and William B Dolan year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 URL = http://www.cs.utexas.edu/users/ml/papers/chen.acl11.pdf }
@phdthesis{Dreyer2011, title = A Non-Parametric Model for the Discovery of Inflectional Paradigms from Plain Text Using Graphical Models Over Strings authors = Markus Dreyer year = 2011 school = The Johns Hopkins University month = 04 URL = http://www.cs.jhu.edu/~jason/papers/dreyer.thesis11.pdf }
@inproceedings{Bergsma2011, title = Learning Bilingual Lexicons using the Visual Similarity of Labeled Web Images authors = Shane Bergsma and Benjamin Van Durme year = 2011 booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence month = 01 URL = http://old-site.clsp.jhu.edu/~sbergsma/Pubs/bergsmaVanDurme_IJCAI2011.pdf }
@article{Efron2011, title = Modern Science and The Bayesian-Frequentist Controversy authors = Bradley Efron year = 2011 URL = http://statweb.stanford.edu/~ckirby/brad/papers/2005NEWModernScience.pdf }
@article{Shrivastava2011, title = Data-driven Visual Similarity for Cross-domain Image Matching authors = Abhinav Shrivastava and Tomasz Malisiewicz and Abhinav Gupta and Alexei A Efros year = 2011 journal = SIGGRAPH ASIA month = 01 pages = 1--9 }
@article{Malisiewicz2011, title = Ensemble of Exemplar-SVMs for Object Detection and Beyond authors = Tomasz Malisiewicz and Abhinav Gupta and Alexei A Efros year = 2011 journal = International Conference on Computer Vision month = 01 pages = 1--8 }
@article{Stoyanov2011, title = Empirical Risk Minimization of Graphical Model Parameters Given Approximate Inference, Decoding, and Model Structure authors = Veselin Stoyanov and Alexander Ropson and Jason Eisner year = 2011 journal = Journal of Machine Learning Research month = 01 pages = 725--733 volume = 15 URL = http://www.jmlr.org/proceedings/papers/v15/stoyanov11a.html }
@inproceedings{Dreyer2011, title = Discovering Morphological Paradigms from Plain Text Using a Dirichlet Process Mixture Model authors = Markus Dreyer and Jason Eisner year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 616--627 URL = http://www.aclweb.org/anthology/D11-1057 }
@inproceedings{Goldberg2011, title = Joint Hebrew Segmentation and Parsing using a PCFG-LA Lattice Parser authors = Yoav Goldberg and Michael Elhadad year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 URL = http://www.cs.bgu.ac.il/~yoavg/publications/acl2011hebparse.pdf }
@inproceedings{Hixon2011, title = Phonemic similarity metrics to compare pronunciation methods authors = Ben Hixon and Eric Schneider and Susan L. Epstein year = 2011 booktitle = INTERSPEECH-2011 pages = 825 -- 828 }
@inproceedings{Ponvert2011, title = Simple Unsupervised Grammar Induction from Raw Text with Cascaded Finite State Models authors = Elias Ponvert and Jason Baldridge and Katrin Erk year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1077--1086 URL = http://www.aclweb.org/anthology/P/P11/P11-1108 }
@inproceedings{Fader2011, title = Identifying Relations for Open Information Extraction authors = Anthony Fader and Stephen Soderland and Oren Etzioni year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 1535--1545 URL = http://www.aclweb.org/anthology/D11-1142 }
@inproceedings{Martins2011, title = Structured Sparsity in Structured Prediction authors = Andr{\'e}F T Martins and Noah A Smith and Pedro M Q Aguiar and M{\'a}rio A T Figueiredo year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 1--12 URL = http://www.cs.cmu.edu/~afm/Home_files/emnlp2011.pdf }
@article{Clark2011, title = Languages as hyperplanes: grammatical inference with String kernels authors = Alexander Clark and Christophe Costa Florencio year = 2011 journal = Machine learning month = 01 pages = 351--373 volume = 82 URL = http://www.springerlink.com/content/y441873877218781/fulltext.pdf }
@article{Ericsson2011, title = Thinking aloud is not a form of introspection but a qualitatively different methodology: Reply to Schooler (2011). authors = K Anders Ericsson and Mark C Fox year = 2011 journal = Psychological Bulletin month = 01 number = 2 pages = 351--354 volume = 137 URL = http://doi.apa.org/getdoi.cfm?doi }
@article{Denil2011, title = Learning where to Attend with Deep Architectures for Image Tracking authors = Misha Denil and Loris Bazzani and Hugo Larochelle and Nando de Freitas year = 2011 journal = ArXiv month = 09 URL = http://arxiv.org/abs/1109.3737 }
@book{Hastie2011, title = The Elements of Statistical Learning authors = Trevor Hastie and Robert Tibshirani and Jerome Friedman year = 2011 month = 02 URL = http://www-stat.stanford.edu/~hastie/Papers/ESLII.pdf }
@article{Furuichi2011, title = Female contributions to the peaceful nature of bonobo society authors = Takeshi Furuichi year = 2011 journal = Evolutionary Anthropology month = 08 number = 4 pages = 131--142 volume = 20 doi = 10.1002/evan.20308 }
@article{Ghahramani2011, title = Bayesian nonparametrics and the probabilistic approach to modelling authors = Zoubin Ghahramani year = 2011 journal = Philosophical Transactions of the Royal Society of London. Series A, month = 01 URL = http://mlg.eng.cam.ac.uk/pub/pdf/Gha12.pdf }
@article{Griffiths2011, title = The Indian Buffet Process: An Introduction and Review authors = Thomas L Griffiths and Zoubin Ghahramani year = 2011 month = 01 }
@article{Gael2011, title = Bayesian Nonparametric Hidden Markov Models authors = Jurgen Van Gael and Zoubin Ghahramani year = 2011 month = 01 URL = http://jvangael.github.io/assets/thesis.pdf }
@article{Frank2011, title = Overcoming memory limitations in rule learning authors = M C Frank and E Gibson year = 2011 journal = Language Learning and Development month = 01 volume = 7 doi = 10.1080/15475441.2010.512522 }
@phdthesis{Goldberg2011, title = Automatic Syntactic Processing of Modern Hebrew authors = Yoav Goldberg year = 2011 school = Ben-Gurion University of the Negev month = 11 URL = http://www.cs.bgu.ac.il/~nlpproj/yoav-phd.pdf }
@article{Pate2011, title = Unsupervised syntactic chunking with acoustic cues: computational models for prosodic bootstrapping authors = John K Pate and Sharon Goldwater year = 2011 journal = Workshop on Cognitive Modeling and Computational Linguistics month = 01 pages = 1--10 URL = http://homepages.inf.ed.ac.uk/sgwater/papers/cmcl11-prosparsing.pdf }
@inproceedings{Roemmele2011, title = Choice of Plausible Alternatives: An Evaluation of Commonsense Causal Reasoning authors = Melissa Roemmele and Cosmin Bejan and Andrew Gordon year = 2011 booktitle = Tenth International Symposium on Logical Formalizations of Commonsense Reasoning (Commonsense-2011) }
@article{Buhrmester2011, title = Amazon's Mechanical Turk authors = Michael Buhrmester and Tracy Kwang and Samuel D. Gosling year = 2011 journal = Perspectives on Psychological Science number = 1 pages = 3-5 volume = 6 doi = 10.1177/1745691610393980 }
@inproceedings{Lee2011, title = Learning the Easy Things First: Self-Paced Visual Category Discovery authors = Yong Jae Lee and Kristen Grauman year = 2011 booktitle = IEEE Conference on Computer Vision and Pattern Recognition month = 01 pages = 1--8 }
@article{Pazda2011, title = Sexy red: Perceived sexual receptivity mediates the red-attraction relation in men viewing woman authors = Adam D Pazda and Andrew J Elliot and Tobias Greitemeyer year = 2011 journal = Journal of Experimental Social Psychology month = 12 URL = http://linkinghub.elsevier.com/retrieve/pii/S002210311100299X }
@electronic{Hajek2011, title = An Exploration of Random Processes for Engineers authors = Bruce Hajek year = 2011 booktitle = ifp.illinois.edu month = 12 URL = http://www.ifp.illinois.edu/~hajek/Papers/randomprocDec11.pdf }
@inproceedings{McDonald2011, title = Multi-Source Transfer of Delexicalized Dependency Parsers authors = Ryan McDonald and Slav Petrov and Keith Hall year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 URL = http://www.aclweb.org/anthology-new/D/D11/D11-1006.pdf }
@article{Hayes2011, title = An Adventure in the Nth Dimension authors = Brian Hayes year = 2011 journal = American Scientist month = 01 pages = 442--446 volume = 99 URL = http://www.americanscientist.org/libraries/documents/201110101628308738-2011-11CompSciHayes.pdf }
@inproceedings{Hailpern2011, title = ACES: promoting empathy towards aphasia through language distortion emulation software authors = Joshua Hailpern and Marina Danilevsky and Andrew Harris and Karrie Karahalios and Gary S Dell and Julie Hengst year = 2011 booktitle = Computer Human Interaction month = 01 pages = 609 URL = http://portal.acm.org/citation.cfm?doid }
@article{Karsch2011, title = Rendering synthetic objects into legacy photographs authors = Kevin Karsch and Varsha Hedau and David Forsyth and Derek Hoiem year = 2011 journal = SIGGRAPH ASIA month = 01 volume = 6 doi = 10.1145/2024156.2024191 }
@article{Parlad{\'e}2011, title = The interplay between language, gesture, and affect during communicative transition: A dynamic systems approach. authors = Meaghan V Parlad{\'e} and Jana M Iverson year = 2011 journal = Developmental Psychology month = 01 number = 3 pages = 820--833 volume = 47 URL = http://doi.apa.org/getdoi.cfm?doi }
@article{Glowacka2011, title = Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning authors = Dorota Glowacka and John Shawe-Taylor and Alexander Clark and Colin de la Higuera and Mark Johnson year = 2011 month = 01 }
@inproceedings{Johnson2011, title = Parsing in Parallel on Multiple Cores and GPUs authors = Mark Johnson year = 2011 booktitle = Proceedings of the Australasian Language Technology Association Workshop 2011 month = 12 pages = 29--37 URL = http://www.aclweb.org/anthology/U/U11/U11-1006.pdf }
@article{Kulis2011, title = Revisiting k-means: New Algorithms via Bayesian Nonparametrics authors = Brian Kulis and Michael I Jordan year = 2011 journal = ArXiv month = 11 URL = http://arxiv.org/pdf/1111.0352 }
@inproceedings{Spitkovsky2011, title = Unsupervised Dependency Parsing without Gold Part-of-Speech Tags authors = Valentin I Spitkovsky and Hiyan Alshawi and Angel X Chang and Daniel Jurafsky year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 1281--1290 URL = http://www.aclweb.org/anthology/D11-1118.pdf }
@inproceedings{Spitkovsky2011, title = Punctuation: making a point in unsupervised dependency parsing authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky year = 2011 booktitle = Conference on Computational Natural Language Learning month = 06 pages = 19--28 URL = http://portal.acm.org/citation.cfm?id }
@inproceedings{Hailpern2011, title = ACES: Aphasia Emulation, Realism, and the Turing Test authors = Joshua Hailpern and Marina Danilevsky and Karrie Karahalios year = 2011 booktitle = ASSETTS month = 01 URL = http://dl.acm.org/citation.cfm?id }
@article{Gentile2011, title = Pathological Video Game Use Among Youths: A Two-Year Longitudinal Study authors = Douglas A Gentile and Hyekyung Choo and Albert Liau and Timothy Sim and Dongdong Li and Daniel Fung and Angeline Khoo year = 2011 journal = Official Journal of the American Academy of Pediatrics month = 01 }
@inproceedings{Bansal2011, title = Web-Scale Features for Full-Scale Parsing authors = Mohit Bansal and Dan Klein year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 693--702 URL = http://www.aclweb.org/anthology/P/P11/P11-1070 }
@inproceedings{Liang2011, title = Learning Dependency-Based Compositional Semantics authors = Percy Liang and Michael I Jordan and Dan Klein year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 590--599 URL = http://www.aclweb.org/anthology/P/P11/P11-1060 }
@inproceedings{Ravi2011, title = Deciphering Foreign Language authors = Sujith Ravi and Kevin Knight year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 12--21 URL = http://www.aclweb.org/anthology/P/P11/P11-1002 }
@inproceedings{Kumar2011, title = Learning Specific-Class Segmentation from Diverse Data authors = M Pawan Kumar and Haithem Turki and Dan Preston and Daphne Koller year = 2011 booktitle = International Conference on Computer Vision month = 01 pages = 1--8 }
@article{Lamy2011, title = Love or the Black Sun of Personal Relationships authors = Lubomir Lamy year = 2011 journal = Journal for the Theory of Social Behavior month = 03 pages = 1--13 doi = 10.1111/j.1468-5914.2011.00462.x }
@article{Balakrishnan2011, title = Learning generative models for protein fold families authors = Sivaraman Balakrishnan and Hetunandan Kamisetty and Jaime G Carbonell and Su In Lee and Christopher James Langmead year = 2011 journal = Proteins: Structure, Function, and Bioinformatics month = 04 number = 4 pages = 1061--1078 volume = 79 doi = 10.1002/prot.22934/full }
@electronic{Clark2011, title = Computational Learning Theory and Language Acquisition authors = Alexander Clark and Shalom Lappin year = 2011 booktitle = Computational Linguistics and Natural Language Processing Handbook month = 06 pages = 441--471 URL = http://www.dcs.kcl.ac.uk/staff/lappin/papers/clark-lappin_phil_ling_handbook_chapter.pdf }
@article{Liang2011, title = Learning Dependency-Based Compositional Semantics authors = Percy Liang year = 2011 month = 01 pages = 1--124 }
@electronic{Liberzon2011, title = Calculus of Variations and Optimal Control Theory: A Concise Introduction authors = Daniel Liberzon year = 2011 booktitle = netfiles.uiuc.edu month = 08 URL = https://netfiles.uiuc.edu/liberzon/www/teaching/cvoc.pdf }
@inproceedings{Auli2011, title = A Comparison of Loopy Belief Propagation and Dual Decomposition for Integrated CCG Supertagging and Parsing authors = Michael Auli and Adam Lopez year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 URL = http://www.cs.jhu.edu/~alopez/papers/auli_acl2011_lbp_vs_dd.pdf }
@inproceedings{Auli2011, title = Training a Log-Linear Parser with Loss Functions via Softmax-Margin authors = Michael Auli and Adam Lopez year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 333--343 URL = http://www.aclweb.org/anthology/D11-1031.pdf }
@article{Nandakumar2011, title = How little do we need for 3-D shape perception? authors = Chetan Nandakumar and Antonio Torralba and Jitendra Malik year = 2011 journal = Perception month = 01 number = 0 pages = 0--0 volume = 0 URL = http://www.perceptionweb.com/abstract.cgi?id }
@inproceedings{McClosky2011, title = Event Extraction as Dependency Parsing for BioNLP 2011 authors = David McClosky and Mihai Surdeanu and Christopher D Manning year = 2011 booktitle = Natural Language Processing in Biomedicine ACL 2011 Workshop month = 01 URL = http://stanford.edu/~mcclosky/papers/dmcc-bionlp-2011.pdf }
@inproceedings{McClosky2011, title = Event Extraction as Dependency Parsing authors = David McClosky and Mihai Surdeanu and Christopher D Manning year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 URL = http://stanford.edu/~mcclosky/papers/dmcc-acl-2011.pdf }
@inproceedings{Manning2011, title = Part-of-Speech Tagging from 97{\%} to 100{\%}: Is It Time for Some Linguistics? authors = Christopher D Manning year = 2011 booktitle = Computational Linguistics and Intelligent Text Processing, 12th International Conference, CICLing 2011, Proceedings, Part I month = 01 pages = 171--189 URL = http://nlp.stanford.edu/~manning/papers/CICLing2011-manning-tagging.pdf }
@article{Socher2011, title = Parsing Natural Scenes and Natural Language with Recursive Neural Networks authors = Richard Socher and Cliff Chiung-Yu Lin and Andrew Y Ng and Christopher D Manning year = 2011 journal = International conference on Machine learning month = 01 pages = 1--8 }
@inproceedings{Hopkins2011, title = Tuning as Ranking authors = Mark Hopkins and Jonathan May year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 1352--1362 URL = http://www.aclweb.org/anthology/D11-1125 }
@inproceedings{Ridel2011, title = Robust Biomedical Event Extraction with Dual Decomposition and Minimal Domain Adaptation authors = Sebastian Ridel and Andrew McCallum year = 2011 booktitle = Proceedings of the BioNLP Shared Task 2011 Workshop month = 01 URL = http://riedelcastro.github.com/publications/papers/riedel11robust.pdf }
@inproceedings{Rasooli2011, title = Unsupervised Identification of Persian Compound Verbs authors = Mohammad Sadegh Rasooli and Heshaam Faili and Behrouz Minaei-Bidgoli year = 2011 booktitle = Mexican International Conference on Artificial Intelligence month = 01 number = Chapter 34 pages = 394--406 volume = 7094 doi = 10.1007/978-3-642-25324-9_34 }
@article{Genabith2011, title = Wide-coverage NLP with Expressive Grammars authors = Josef van Genabith and Julia Hockenmaier and Yusuke Miyao year = 2011 journal = Association for Computational Linguistics month = 02 pages = 1--226 }
@inproceedings{Chen2011, title = Learning to interpret natural language navigation instructions from observations authors = David Chen and Raymond J Mooney year = 2011 booktitle = Proceedings of the National Conference on Artificial Intelligence }
@article{Morduch2011, title = Why Finance Matters authors = Jonathan Morduch year = 2011 month = 01 }
@article{Nakamura2011, title = Price dynamics, retail chains and inflation measurement authors = Alice O Nakamura and Emi Nakamura and Leonard I Nakamura year = 2011 journal = Journal of Econometrics month = 03 number = 1 pages = 47--55 volume = 161 URL = http://linkinghub.elsevier.com/retrieve/pii/S0304407610001855 }
@inproceedings{Lu2011, title = A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions authors = Wei Lu and Hwee Tou Ng year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 URL = http://wing.comp.nus.edu.sg/~luwei/publications/emnlp11ln.pdf }
@article{Le2011, title = Building high-level features using large scale unsupervised learning authors = Quoc V. Le and Marc'Aurelio Ranzato and Rajat Monga and Matthieu Devin and Kai Chen and Greg S. Corrado and Jeff Dean and Andrew Y Ng year = 2011 journal = ArXiv month = 12 URL = http://arxiv.org/pdf/1112.6209 }
@inproceedings{Das2011, title = Unsupervised Part-of-Speech Tagging with Bilingual Graph-Based Projections authors = Dipanjan Das and Slav Petrov year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 600--609 URL = http://www.aclweb.org/anthology/P11-1061 }
@electronic{Park2011, title = Effects of Everyday Romantic Goal Pursuit on Women's Attitudes Toward Math and Science authors = Lora E Park and Ariana F Young and Jordan D Troisi and Rebecca T Pinkus year = 2011 booktitle = Personality and Social Psychology Bulletin month = 05 volume = 37 URL = http://www.buffalo.edu/news/pdf/August11/ParkRomanticAttitudes.pdf }
@inproceedings{Oh2011, title = A Large-scale Benchmark Dataset for Event Recognition in Surveillance Video authors = Sangmin Oh and Anthony Hoogs and Amitha Perera and Naresh Cuntoor and Chia-chih Chen and Jong Taek Lee and Saurajit Mukherjee and J. K. Aggarwal and Hyungtae Lee and Larry Davis and Eran Swears and Xioyang Wang and Qiang Ji and Kishore Reddy and Mubarak Shah and Carl Vondrick and Hamed Pirsiavash year = 2011 booktitle = 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) }
@article{Platt2011, title = Using Analytic QP and Sparseness to Speed Training of Support Vector Machines authors = John C Platt year = 2011 journal = Advances in Neural Information Processing Systems month = 01 pages = 1--8 }
@article{Leibo2011, title = Why The Brain Separates Face Recognition From Object Recognition authors = Joel Z Leibo and Jim Mutch and Tomaso Poggio year = 2011 journal = Advances in Neural Information Processing Systems month = 01 pages = 1--9 URL = http://cbcl.mit.edu/publications/ps/Leibo_Mutch_Poggio_face_invar_v08_cam_rdy_letter_Dec2011.pdf }
@article{Krasinski2011, title = Autonomous push-down automaton built on DNA authors = Tadeusz Krasinski and Sebastian Sakowski and Tomasz Poplawski year = 2011 journal = arXiv month = 11 URL = http://arxiv.org/pdf/1111.5807 }
@inproceedings{Schwartz2011, title = Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation authors = Roy Schwartz and Omri Abend and Roi Reichart and Ari Rappoport year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 663--672 URL = http://www.cs.huji.ac.il/~roys02/papers/ned_camera_ready.pdf }
@inproceedings{Hall2011, title = Training dependency parsers by jointly optimizing multiple objectives authors = Keith Hall and Ryan McDonald and Jason Katz-Brown and Michael Ringgaard year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 URL = http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/pubs/archive/37115.pdf }
@inproceedings{Bodenstab2011, title = Beam-Width Prediction for Efficient Context-Free Parsing authors = Nathan Bodenstab and Aaron Dunlop and Keith Hall and Brian Roark year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 440--449 URL = http://www.aclweb.org/anthology/P/P11/P11-1045 }
@inproceedings{Connor2011, title = Online Latent Structure Training for Language Acquisition authors = Michael Connor and Cynthia Fisher and Dan Roth year = 2011 booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence month = 01 URL = http://cogcomp.cs.illinois.edu/papers/ConnorFiRo11.pdf }
@inproceedings{Goldwasser2011, title = Confidence Driven Unsupervised Semantic Parsing authors = Dan Goldwasser and Roi Reichart and James Clarke and Dan Roth year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 URL = https://netfiles.uiuc.edu/goldwas1/shared/publications/ACL11.pdf }
@inproceedings{Goldwasser2011, title = Learning From Natural Instructions authors = Dan Goldwasser and Dan Roth year = 2011 booktitle = Twenty-Second International Joint Conferences on Artificial Intelligence month = 01 URL = https://netfiles.uiuc.edu/goldwas1/shared/publications/ijcai2011.pdf }
@phdthesis{Connor2011, title = Minimal Supervision for Language Learning: Bootstrapping Global Patterns from Local Knowledge authors = Michael Connor and Dan Roth year = 2011 school = University of Illinois at Urbana-Champaign URL = http://cogcomp.cs.illinois.edu/papers/Connor11.pdf }
@inproceedings{Tellex2011, title = Understanding natural language commands for robotic navigation and mobile manipulation authors = Stefanie Tellex and Thomas Kollar and Steven Dickerson and Matthew R Walter and Ashis Gopal Banerjee and Seth Teller and Nicholas Roy year = 2011 booktitle = Proceedings of the National Conference on Artificial Intelligence }
@article{Pusey2011, title = The quantum state cannot be interpreted statistically authors = Matthew F Pusey and Jonathan Barrett and Terry Rudolph year = 2011 journal = arXiv month = 11 pages = 1--7 URL = http://xxx.lanl.gov/PS_cache/arxiv/pdf/1111/1111.3328v1.pdf }
@article{Lany2011, title = Interactions between statistical and semantic information in infant language development authors = Jill Lany and Jenny R Saffran year = 2011 journal = Developmental Science month = 08 number = 5 pages = 1207--1219 volume = 14 doi = 10.1111/j.1467-7687.2011.01073.x/full }
@inproceedings{Kuhlmann2011, title = Dynamic Programming Algorithms for Transition-Based Dependency Parsers authors = Marco Kuhlmann and Carlos G{\'o}mez-Rodr{\'\\i}guez and Giorgio Satta year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 673--682 URL = http://www.aclweb.org/anthology/P/P11/P11-1068 }
@inproceedings{Crescenzi2011, title = Optimal Head-Driven Parsing Complexity for Linear Context-Free Rewriting Systems authors = Pierluigi Crescenzi and Daniel Gildea and Andrea Marino and Gianluca Rossi and Giorgio Satta year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 450--459 URL = http://www.aclweb.org/anthology/P/P11/P11-1046 }
@inproceedings{Nederhof2011, title = Prefix Probability for Probabilistic Synchronous Context-Free Grammars authors = Mark-Jan Nederhof and Giorgio Satta year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 460--469 URL = http://www.aclweb.org/anthology/P/P11/P11-1047 }
@inproceedings{Eisenstein2011, title = Sparse Additive Generative Models of Text authors = Jacob Eisenstein and Amr Ahmed and Eric P Xing and Lise Getoor and Tobias Scheffer year = 2011 booktitle = International conference on Machine learning month = 06 pages = 1041--1048 }
@article{Gelman2011, title = Philosophy and the practice of Bayesian statistics authors = Andrew Gelman and Cosma Shalizi year = 2011 journal = arXiv month = 06 URL = http://arxiv.org/pdf/1006.3868v4.pdf }
@inbook{Shalizi2011, title = Logistic Regression and Newton's Method authors = Cosma Shalizi year = 2011 booktitle = Advanced Data Analysis from an Elementary Point of View month = 03 pages = 1--15 }
@inbook{Shalizi2011, title = Graphical Models authors = Cosma Shalizi year = 2011 booktitle = Advanced Data Analysis from an Elementary Point of View month = 04 pages = 1--18 }
@article{Duchi2011, title = Adaptive Subgradient Methods for Online Learning and Stochastic Optimization authors = John Duchi and Elad Hazan and Yoram Singer year = 2011 journal = The Journal of Machine Learning Research month = 07 pages = 2121--2159 URL = http://www.magicbroom.info/Papers/DuchiHaSi10.pdf }
@inproceedings{Kearns2011, title = Near-Optimal Reinforcement Learning in Polynomial Time authors = Michael Kearns and Satinder Singh year = 2011 booktitle = International conference on Machine learning month = 02 pages = 260--268 }
@inproceedings{Gimpel2011, title = Part-of-Speech Tagging for Twitter: Annotation, Features, and Experiments authors = Kevin Gimpel and Nathan Schneider and Brendan O'Conor and Dipanjan Das and Daniel Mills and Jacob Eisenstein and Michael Heilman and Dani Yogatama and Jeffrey Flanigan and Noah A Smith year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 URL = http://www.ark.cs.cmu.edu/TweetNLP/gimpel+etal.acl11.pdf }
@book{Smith2011, title = Linguistic Structure Prediction authors = Noah A Smith year = 2011 booktitle = Linguistic Structure Prediction month = 05 number = 2 pages = 1--274 volume = 4 doi = 10.2200/S00361ED1V01Y201105HLT013 }
@inproceedings{Cohen2011, title = Unsupervised structure prediction with non-parallel multilingual guidance authors = Shay B Cohen and Dipanjan Das and Noah A Smith year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 50--61 URL = http://dl.acm.org/citation.cfm?id }
@article{Cohen2011, title = Empirical Risk Minimization for Probabilistic Grammars: Sample Complexity and Hardness of Learning authors = Shay B Cohen and Noah A Smith year = 2011 journal = Computational Linguistics month = 12 }
@article{Ahmed2011, title = Graphical Models for the Internet Part 1 authors = Amr Ahmed and Alexander Smola year = 2011 journal = Advances in Neural Information Processing Systems month = 01 URL = http://alex.smola.org/talks/nips2011/part1.pdf }
@article{Ahmed2011, title = Graphical Models for the Internet Part 2 authors = Amr Ahmed and Alexander Smola year = 2011 journal = Advances in Neural Information Processing Systems month = 01 URL = http://alex.smola.org/talks/nips2011/part2.pdf }
@article{Marchena2011, title = Mutual exclusivity in autism spectrum disorders: Testing the pragmatic hypothesis authors = Ashley de Marchena and Inge-Marie Eigsti and Amanda Worek and Kim Emiko Ono and Jesse Snedeker year = 2011 journal = Cognition month = 04 number = 1 pages = 96--113 volume = 119 doi = 10.1016/j.cognition.2010.12.011 }
@article{Yuan2011, title = Counting the Nouns: Simple Structural Cues to Verb Meaning authors = Sylvia Yuan and Cynthia Fisher and Jesse Snedeker year = 2011 month = 11 pages = 1--47 URL = https://mail.google.com/mail/?ui }
@inproceedings{Sogaard2011, title = Semi-supervised condensed nearest neighbor for part-of-speech tagging authors = Anders Sogaard year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 48--52 URL = http://www.aclweb.org/anthology/P11-2009 }
@inproceedings{Sogaard2011, title = From ranked words to dependency trees: two-stage unsupervised non-projective dependency parsing authors = Anders Sogaard year = 2011 booktitle = TextGraphs-6 Workshop month = 06 URL = http://www.aclweb.org/anthology-new/W/W11/W11-1109.pdf }
@inproceedings{Thomforde2011, title = Semi-supervised CCG Lexicon Extension authors = Emily Thomforde and Mark Steedman year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 1246--1256 URL = http://www.aclweb.org/anthology/D11-1115.pdf }
@inproceedings{Kwiatkowski2011, title = Lexical Generalization in CCG Grammar Induction for Semantic Parsing authors = Tom Kwiatkowski and Luke S Zettlemoyer and Sharon Goldwater and Mark Steedman year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 pages = 1512--1523 URL = http://www.cs.washington.edu/homes/lsz/papers/kzgs-emnlp2011.pdf }
@inproceedings{Christodoulopoulos2011, title = A Bayesian Mixture Model for Part-of-Speech Induction Using Multiple Features authors = Christos Christodoulopoulos and Sharon Goldwater and Mark Steedman year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 URL = http://homepages.inf.ed.ac.uk/s0787820/papers/christodoulopoulos_11_bayesian.pdf }
@inproceedings{Boonkwan2011, title = Grammar Induction from Text Using Small Syntactic Prototypes authors = Prachya Boonkwan and Mark Steedman year = 2011 booktitle = Proceedings of 5th International Joint Conference on Natural Language Processing month = 11 pages = 438--446 }
@inproceedings{Kulesza2011, title = Learning Determinantal Point Processes authors = Alex Kulesza and Ben Taskar year = 2011 booktitle = Uncertainty in Artificial Intelligence month = 01 URL = http://www.seas.upenn.edu/~taskar/pubs/ldpps_uai11.pdf }
@article{Graca2011, title = Controlling Complexity in Part-of-Speech Induction authors = Jo{\~a}o V Graca and Kuzman Ganchev and Lu{\'\\i}sa Coheur and Fernando Pereira and Ben Taskar year = 2011 journal = Journal of Artificial Intelligence Research month = 01 pages = 527--551 URL = http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/en/us/pubs/archive/38280.pdf }
@inproceedings{Kulesza2011, title = k-DPPs: Fixed-Size Determinantal Point Processes authors = Alex Kulesza and Ben Taskar year = 2011 booktitle = International conference on Machine learning month = 01 URL = http://www.seas.upenn.edu/~taskar/pubs/kdpps_icml11.pdf }
@article{Gillenwater2011, title = Posterior Sparsity in Unsupervised Dependency Parsing authors = Jennifer Gillenwater and Kuzman Ganchev and Jo{\~a}o V Graca and Fernando Pereira and Ben Taskar year = 2011 journal = The Journal of Machine Learning Research month = 02 pages = 455--490 volume = 12 URL = http://www.seas.upenn.edu/~taskar/pubs/unsup_parsing_jmlr.pdf }
@article{Orbanz2011, title = Modern Bayesian Nonparametrics authors = Peter Orbanz and Yee-Whye Teh year = 2011 journal = Advances in Neural Information Processing Systems month = 01 URL = http://www.gatsby.ucl.ac.uk/~ywteh/teaching/npbayes/nips2011.pdf }
@article{Wood2011, title = The sequence memoizer authors = Frank Wood and Jan Gasthaus and C{\'e}dric Archambeau and Lancelot James and Yee-Whye Teh year = 2011 journal = Communications of the ACM month = 02 number = 2 pages = 91 volume = 54 URL = http://portal.acm.org/citation.cfm?doid }
@article{Teh2011, title = Introduction to Bayesian Nonparametrics authors = Yee-Whye Teh year = 2011 journal = MLSS month = 09 pages = 1--204 URL = http://videolectures.net/mlss2011_teh_nonparametrics/ }
@inproceedings{Wu2011, title = Effective Use of Function Words for Rule Generalization in Forest-Based Translation authors = Xianchao Wu and Takuya Matsuzaki and Jun'ichi Tsujii year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 22--31 URL = http://www.aclweb.org/anthology/P/P11/P11-1003 }
@inproceedings{Shyr2011, title = Supervised hierarchical Pitman-Yor process for natural scene segmentation authors = Alex Shyr and Trevor Darrell and Michael I Jordan and Raquel Urtasun year = 2011 booktitle = 2011 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) month = 01 pages = 2281--2288 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
@article{Vapnik2011, title = Problems of Empirical Inference in Machine Learning and Philosophy of Science authors = Vladimir Vapnik year = 2011 month = 01 URL = http://www.rss-manchester.org/may-18-2005/vapnik.pdf }
@article{Hsu2011, title = The probabilistic analysis of language acquisition: Theoretical, computational, and experimental analysis authors = Anne S Hsu and Nick Chater and Paul M B Vit{\'a}nyi year = 2011 journal = Cognition month = 09 number = 3 pages = 380--390 volume = 120 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027711000734 }
@inproceedings{Zollmann2011, title = A Word-Class Approach to Labeling PSCFG Rules for Machine Translation authors = Andreas Zollmann and Stephan Vogel year = 2011 booktitle = Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1--11 URL = http://www.aclweb.org/anthology/P/P11/P11-1001 }
@article{Zavitsanos2011, title = Non-Parametric Estimation of Topic Hierarchies from Texts with Hierarchical Dirichlet Processes authors = Elias Zavitsanos and Georgios Paliouras and George A Vouros year = 2011 journal = The Journal of Machine Learning Research month = 01 URL = http://jmlr.csail.mit.edu/papers/v12/zavitsanos11a.html }
@book{Sammut2011, title = Encyclopedia of Machine Learning authors = Claude Sammut and Geoffrey I Webb year = 2011 month = 01 pages = 1--1059 }
@article{Weinberger2011, title = Web of War authors = Sharon Weinberger year = 2011 journal = Nature month = March pages = 566 -- 568 volume = 471 URL = http://www.nature.com/news/2011/110330/pdf/471566a.pdf }
@article{G{\'o}mez-Rodr{\'\\i}guez2011, title = Dependency Parsing Schemata and Mildly Non-Projective Dependency Parsing authors = Carlos G{\'o}mez-Rodr{\'\\i}guez and John Carroll and David Weir year = 2011 journal = Computational Linguistics month = 03 pages = 1--74 doi = 10.1162/COLI_a_00060 }
@inbook{Wexler2011, title = Grammatical Computation in the Optional Infinitive Stage authors = Ken Wexler year = 2011 booktitle = Studies in Theoretical Psycholinguistics month = 07 number = Chapter 3 pages = 53--118 volume = 41 doi = 10.1007/978-94-007-1688-9_3 }
@article{Xu2011, title = Towards Optimal One Pass Large Scale Learning with Averaged Stochastic Gradient Descent authors = Wei Xu year = 2011 journal = arXiv month = 07 URL = http://arxiv.org/pdf/1107.2490 }
@book{Campbell2011, title = Learning with Support Vector Machines authors = Colin Campbell and Yiming Ying year = 2011 month = 02 pages = 1--96 doi = 10.2200/S00324ED1V01Y201102AIM010 }
@inproceedings{Artzi2011, title = Bootstrapping Semantic Parsers from Conversations authors = Yoav Artzi and Luke S Zettlemoyer year = 2011 booktitle = Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing month = 07 URL = http://www.google.com/url?sa }
@inproceedings{Zhai2012, title = Mr. LDA: A Flexible Large Scale Topic Modeling Package using Variational Inference in MapReduce authors = Ke Zhai and Jordan Boyd-Graber and Nima Asadi and Mohamad L Alkhouja year = 2012 booktitle = International Conference on World Wide Web month = 01 pages = 879--888 URL = http://dl.acm.org/citation.cfm?doid }
@inproceedings{Sirts2012, title = A Hierarchical Dirichlet Process Model for Joint Part-of-Speech and Morphology Induction authors = Kairit Sirts and Tanel Alum{\"a}e year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 407--416 URL = http://aclweb.org/anthology-new/N/N12/N12-1045.pdf }
@inproceedings{Tsarfaty2012, title = Joint Evaluation of Morphological Segmentation and Syntactic Parsing authors = Reut Tsarfaty and Joakim Nivre and Evelina Andersson year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 6--10 URL = http://aclweb.org/anthology-new/P/P12/P12-2002.pdf }
@phdthesis{Auli2012, title = Integrated Supertagging and Parsing authors = Michael Auli year = 2012 school = University of Edinburgh month = 01 URL = http://homepages.inf.ed.ac.uk/s0453934/papers/michael.auli.thesis.pdf }
@article{Roux2012, title = A Stochastic Gradient Method with an Exponential Convergence Rate for Strongly-Convex Optimization with Finite Training Sets authors = Nicolas Le Roux and Mark Schmidt and Francis Bach year = 2012 journal = ArXiv month = July URL = http://hal.inria.fr/docs/00/71/50/15/PDF/sag_arxiv.pdf }
@inproceedings{Nyga2012, title = Everything Robots Always Wanted to Know about Housework (But were afraid to ask) authors = Daniel Nyga and Michael Beetz year = 2012 booktitle = {2012 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)} month = October, 7--12 URL = http://ieeexplore.ieee.org/stamp/stamp.jsp?tp }
@inproceedings{Hohensee2012, title = Getting More from Morphology in Multilingual Dependency Parsing authors = Matt Hohensee and Emily M. Bender year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 315--326 URL = http://www.aclweb.org/anthology/N/N12/N12-1032 }
@inproceedings{Bender2012, title = 100 Things You Always Wanted to Know about Linguistics But Were Afraid to Ask authors = Emily M. Bender year = 2012 booktitle = North American chapter of the Association for Computational Linguistics conference month = 06 URL = http://faculty.washington.edu/ebender/papers/100things.pdf }
@inproceedings{Dodge2012, title = Detecting Visual Text authors = Jesse Dodge and Amit Goyal and Xufeng Han and Alyssa Mensch and Margaret Mitchell and Karl Stratos and Kota Yamaguchi and Yejin Choi and Hal Daum{\'e}III and Alexander C Berg and Tamara L Berg year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 762--772 URL = http://www.aclweb.org/anthology/N/N12/N12-1094 }
@article{Pingali2012, title = Parsing with Pictures authors = Keshav Pingali and Gianfranco Bilardi year = 2012 month = 01 URL = http://apps.cs.utexas.edu/tech_reports/reports/tr/TR-2102.pdf }
@inproceedings{Wang2012, title = Truncation-free Stochastic Variational Inference for Bayesian Nonparametric Models authors = Chong Wang and David M Blei year = 2012 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://www.cs.cmu.edu/~chongw/papers/WangBlei2012-nips.pdf }
@article{Gershman2012, title = Nonparametric variational inference authors = Samuel Gershman and Matt Hoffman and David M Blei year = 2012 journal = International conference on Machine learning month = 06 URL = http://arxiv.org/pdf/1206.4665 }
@article{Blei2012, title = Probabilistic Topic Models authors = David M Blei year = 2012 journal = International conference on Machine learning month = 01 URL = http://www.cs.princeton.edu/~blei/papers/icml-2012-tutorial.pdf }
@inproceedings{Levenberg2012, title = A Bayesian Model for Learning SCFGs with Discontiguous Rules authors = Abby Levenberg and Chris Dyer and Phil Blunsom year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 223--232 URL = http://aclweb.org/anthology-new/D/D12/D12-1021.pdf }
@inproceedings{Carter2012, title = Exact Sampling and Decoding in High-Order Hidden Markov Models authors = Simon Carter and Marc Dymentman and Guilllaume Bouchard year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1125--1134 URL = http://aclweb.org/anthology-new/D/D12/D12-1103.pdf }
@article{Duff2012, title = The hippocampus and the flexible use and processing of language authors = Melissa C Duff and Sarah Brown-Schmidt year = 2012 journal = Frontiers in Human Neuroscience month = 01 pages = 69 volume = 6 doi = 10.3389/fnhum.2012.00069/full }
@inproceedings{Zbib2012, title = Machine Translation of Arabic Dialects authors = Rabih Zbib and Erika Malchiodi and Jacob Devlin and David Stallard and Spyros Matsoukas and Richard Schwartz and John Makhoul and Omar F Zaidan and Chris Callison-Burch year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 49--59 }
@inproceedings{Swanson2012, title = Native Language Detection with Tree Substitution Grammars authors = Ben Swanson and Eugene Charniak year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 193--197 URL = http://www.aclweb.org/anthology/P/P12/P12-2038.pdf }
@article{Attaman2012, title = Dietary fat and semen quality among men attending a fertility clinic authors = Jill A. Attaman and Thomas L. Toth and Jeremy Furtado and Hannia Campos and Russ Hauser and Jorge E. Chavarro year = 2012 journal = Human Reproduction month = 03 pages = 1--9 volume = 0 URL = http://humrep.oxfordjournals.org/content/early/2012/03/08/humrep.des065.short }
@inproceedings{Chen2012, title = Fast Online Lexicon Learning for Grounded Language Acquisition authors = David Chen year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 430--439 URL = http://www.aclweb.org/anthology/P/P12/P12-1045.pdf }
@article{Frank2012, title = How hierarchical is language use? authors = Stefan L Frank and Rens Bod and Morten H Christiansen year = 2012 journal = Proceedings of the Royal Society B: Biological Sciences month = 11 number = 1747 pages = 4522--4531 volume = 279 URL = http://rspb.royalsocietypublishing.org.proxy2.library.illinois.edu/content/279/1747/4522.full }
@inproceedings{Chrupa{\l}a2012, title = Hierarchical clustering of word class distributions authors = Grzegorz Chrupa{\l}a year = 2012 booktitle = NAACL HLT Workshop on Induction of Linguistic Structure month = 06 pages = 100--104 }
@inproceedings{Alishahi2012, title = Concurrent Acquisition of Word Meaning and Lexical Categories authors = Afra Alishahi and Grzegorz Chrupa{\l}a year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 634--654 URL = http://aclweb.org/anthology-new/D/D12/D12-1059.pdf }
@inbook{Clark2012, title = Vector Space Models of Lexical Meaning authors = Stephen Clark year = 2012 booktitle = Handbook of Contemporary Semantics month = 09 URL = http://www.cl.cam.ac.uk/~sc609/pubs/sem_handbook.pdf }
@article{Click2012, title = Experiences With Debugging Data Races authors = Cliff Click year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/2008_DebugDataRace_CliffClick.pdf?version }
@inproceedings{Cohen2012, title = Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs authors = Shay B Cohen and Michael Collins year = 2012 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://books.nips.cc/papers/files/nips25/NIPS2012_1208.pdf }
@article{Karr2012, title = A Whole-Cell Computational Model Predicts Phenotype from Genotype authors = Jonathan R Karr and Jayodita C Sanghvi and Derek N Macklin and Miriam V Gutschow and Jared M Jacobs and Benjamin Bolival Jr. and Nacyra Assad-Garcia and John I Glass and Markus W Covert year = 2012 journal = Cell month = 07 number = 2 pages = 389--401 volume = 150 URL = http://linkinghub.elsevier.com/retrieve/pii/S0092867412007763 }
@inproceedings{Mejer2012, title = Training Dependency Parser Using Light Feedback authors = Avihai Mejer and Koby Crammer year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 488--497 URL = http://www.aclweb.org/anthology/N/N12/N12-1053 }
@inproceedings{Mejer2012, title = Are You Sure? Confidence in Prediction of Dependency Tree Edges authors = Avihai Mejer and Koby Crammer year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 573--576 URL = http://www.aclweb.org/anthology/N/N12/N12-1068 }
@article{Altmann2012, title = On the origin of long-range correlations in texts authors = Eduardo G Altmann and Giampaolo Cristadoro year = 2012 journal = Proceedings of the National Academy of Sciences month = 07 URL = http://www.pnas.org/content/early/2012/06/25/1117723109 }
@inproceedings{Tse2012, title = The Challenges of Parsing Chinese with Combinatory Categorial Grammar authors = Daniel Tse and James Curran year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 295--304 URL = http://www.aclweb.org/anthology/N/N12/N12-1030 }
@inproceedings{Ng2012, title = Dependency Hashing for n-best CCG Parsing authors = Dominick Ng and James Curran year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 497--505 URL = http://www.aclweb.org/anthology/P/P12/P12-1052.pdf }
@inproceedings{Kummerfeld2012, title = Robust Conversion of CCG Derivations to Phrase Structure Trees authors = Jonathan K. Kummerfeld and Dan Klein and James Curran year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 105--109 URL = http://www.aclweb.org/anthology/P/P12/P12-2021.pdf }
@inproceedings{Kim2012, title = Improving Combinatory Categorial Grammar Parse Reranking with Dependency Grammar Features authors = Sunghwan Mac Kim and Dominick Ng and Mark Johnson and James Curran year = 2012 booktitle = Proceedings of COLING 2012: Technical Papers month = 12 pages = 1441--1458 URL = http://rp-www.cs.usyd.edu.au/~dong7223/docs/coling2012.pdf }
@inproceedings{Weismani2012, title = Learning Verb Inference Rules from Linguistically-Motivated Evidence authors = Hila Weismani and Jonathan Berant and Idan Szpektor and Ido Dagani year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 194--204 URL = http://aclweb.org/anthology-new/D/D12/D12-1018.pdf }
@article{Dig2012, title = Programming with j.u.c Collections and Synchronizers authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/Lec10_ConcurrentCollectionsAndSynchronizers.pdf?version }
@article{Dig2012, title = Parallelism in Java 7 and beyond authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/L6_ForkJoinTask.pdf?version }
@article{Dig2012, title = Introduction to Parallelism authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/L1_Intro_MulticoreArch.pdf?version }
@article{Dig2012, title = Correctness and Scalability authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/L8_CorrectnessAndScalability.pdf?version }
@article{Dig2012, title = Multi-core Programming: Basic Concepts authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/L2_ThreadingConcepts.pdf?version }
@article{Dig2012, title = Programming with java.util.concurrent.atomic authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/L9_Atomics.pdf?version }
@article{Dig2012, title = Programming with Java Threads authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/L4_Programming+with+Java+Threads.pdf?version }
@article{Dig2012, title = Programming with ThreadPools authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/L5_Programming+with+ThreadPools.pdf?version }
@article{Dig2012, title = Refeactoring for Parallelism authors = Danny Dig year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/Lec16_RefactoringToParallelism.pdf?version }
@article{Domingos2012, title = A Few Useful Things to Know about Machine Learning authors = Pedro Domingos year = 2012 journal = CACM month = 10 pages = 78--87 volume = 55 URL = http://homes.cs.washington.edu/~pedrod/papers/cacm12.pdf }
@inproceedings{Doersch2012, title = What Makes Paris Look like Paris? authors = Carl Doersch and Saurabh Singh and Abhinav Gupta and Josef Sivic and Alexei A Efros year = 2012 booktitle = Association for Computing Machinery's Special Interest Group on Graphics and Interactive Techniques month = 08 URL = http://graphics.cs.cmu.edu/projects/whatMakesParis/paris_sigg_reduced.pdf }
@article{Singh2012, title = Unsupervised Discovery of Mid-Level Discriminative Patches authors = Saurabh Singh and Abhinav Gupta and Alexei A Efros year = 2012 journal = arXiv month = 05 URL = http://arxiv.org/abs/1205.3137 }
@inproceedings{Elsner2012, title = Bootstrapping a Unified Model of Lexical and Phonetic Acquisition authors = Micha Elsner and Sharon Goldwater and Jacob Eisenstein year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 1840193 URL = http://aclweb.org/anthology-new/P/P12/P12-1020.pdf }
@inproceedings{Smith2012, title = Unsupervised Learning on an Approximate Corpus authors = Jason Smith and Jason Eisner year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 131--141 }
@article{Erk2012, title = Vector Space Models of Word Meaning and Phrase Meaning: A Survey authors = Katrin Erk year = 2012 journal = Language and Linguistics Compass month = 10 number = 10 pages = 635--653 volume = 6 doi = 10.1002/lnco.362 }
@article{Gervain2012, title = The statistical signature of morphosyntax: A study of Hungarian and Italian infant-directed speech authors = Judit Gervain and Ram{\'o}n Guevara Erra year = 2012 journal = Cognition month = 11 number = 2 pages = 263--287 volume = 125 doi = 10.1016/j.cognition.2012.06.010 }
@inproceedings{Mausam2012, title = Open Language Learning for Information Extraction authors = Mausam and Michael Schmitz and Stephen Soderland and Robert Bart and Oren Etzioni year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 523--534 URL = http://www.aclweb.org/anthology/D12-1048 }
@inproceedings{Rasooli2012, title = Fast Unsupervised Dependency Parsing with Arc-Standard Transitions authors = Mohammad Sadegh Rasooli and Heshaam Faili year = 2012 booktitle = Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP month = 04 pages = 1--9 URL = http://www.aclweb.org/anthology/W12-0701 }
@inproceedings{Agarwal2012, title = Learning to rank for robust question answering authors = Arvind Agarwal and Hema Raghavan and Karthik Subbian and Prem Melville and Richard D Lawrence and David C Gondek and James Fan year = 2012 booktitle = the 21st ACM international conference month = 01 pages = 833 URL = http://dl.acm.org/citation.cfm?doid }
@inproceedings{Deng2012, title = Hedging Your Bets: Optimizing Accuracy-Specificity Trade-offs in Large Scale Visual Recognition authors = Jia Deng and Jonathan Krause and Alexander C Berg and Li Fei-Fei year = 2012 booktitle = CVPR URL = http://vision.stanford.edu/documents/DengKrauseBergFei-Fei_CVPR2012.pdf }
@article{Fillmore2012, title = Encounters with Language authors = Charles J Fillmore year = 2012 journal = Computational Linguistics month = 09 pages = 1--30 doi = 10.1162/COLI_a_00129 }
@article{Matuszek2012, title = Learning to Parse Natural Language Commands to a Robot Control System authors = Cynthia Matuszek and Evan Herbst and Luke Zettlemoyer and Dieter Fox year = 2012 journal = ISER }
@inproceedings{Matuszek2012, title = A Joint Model of Language and Perception for Grounded Attribute Learning authors = Cynthia Matuszek and Nicholas FitzGerald and Luke S Zettlemoyer and Liefeng Bo and Dieter Fox year = 2012 booktitle = International conference on Machine learning month = 06 URL = http://nfitz.net//papers/pdf/MatuszekICML2012.pdf }
@inproceedings{Johnson2012, title = Exploiting Social Information in Grounded Language Learning via Grammatical Reductions authors = Mark Johnson and Katherine Demuth and Michael C Frank year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 883--891 URL = http://aclweb.org/anthology-new/P/P12/P12-1093.pdf }
@article{Ausl{\"a}nder2012, title = Programmable single-cell mammalian biocomputers authors = Simon Ausl{\"a}nder and David Ausl{\"a}nder and Marius M{\"u}ller and Markus Wieland and Martin Fussenegger year = 2012 journal = Nature month = 06 doi = 10.1038/nature11149 }
@article{Huth2012, title = A Continuous Semantic Space Describes the Representation of Thousands of Object and Action Categories across the Human Brain authors = Alexander G Huth and Shinji Nishimoto and An T Vu and Jack L Gallant year = 2012 journal = Neuron month = 12 number = 6 pages = 1210--1224 volume = 76 URL = http://linkinghub.elsevier.com/retrieve/pii/S0896627312009348 }
@article{Frank2012, title = Verbal interference suppresses exact numerical representation authors = Michael C Frank and Evelina Fedorenko and Peter Lai and Rebecca Saxe and Edward Gibson year = 2012 journal = Cognitive Psychology month = 02 number = 1-2 pages = 74--92 volume = 64 doi = 10.1016/j.cogpsych.2011.10.004 }
@inproceedings{Zhang2012, title = Learning to Map into a Universal POS Tagset authors = Yuan Zhang and Roi Reichart and Regina Barzilay and Amir Globerson year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1368--1378 URL = http://aclweb.org/anthology-new/D/D12/D12-1125.pdf }
@inproceedings{Naseem2012, title = Selective Sharing for Multilingual Dependency Parsing authors = Tahira Naseem and Regina Barzilay and Amir Globerson year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 629--637 URL = http://www.aclweb.org/anthology/P/P12/P12-1066.pdf }
@article{Frank2012, title = Predicting Pragmatic Reasoning in Language Games authors = Michael C. Frank and Noah D. Goodman year = 2012 journal = Science number = 6084 pages = 998--998 volume = 336 doi = 10.1126/science.1218633 URL = https://science.sciencemag.org/content/336/6084/998 }
@inproceedings{Gelling2012, title = The PASCAL Challenge on Grammar Induction authors = Douwe Gelling and Trevor Cohn and Phil Blunsom and Jo{\~a}o V Graca year = 2012 booktitle = NAACL HLT Workshop on Induction of Linguistic Structure month = 06 pages = 64--80 URL = http://file://localhost/Volumes/ACL_2012/NAACL-HLT-2012/WILS/pdf/WILS09.pdf }
@inproceedings{Huang2012, title = Structured Perceptron with Inexact Search authors = Liang Huang and Suphan Fayong and Yang Guo year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 142--151 }
@article{Lany2012, title = Probabilistically Cued Patterns Trump Perfect Cues in Statistical Language Learning authors = Jill Lany and Rebecca L G{\'o}mez year = 2012 journal = Language Learning and Development month = 11 pages = 1--22 doi = 10.1080/15475441.2012.685826 }
@inproceedings{Lou2012, title = Structured Learning from Partial Annotations authors = Xinghua Lou and Fred A Hamprecht year = 2012 booktitle = Proceedings of the 29th International Conference on Machine Learning month = 01 URL = http://icml.cc/2012/papers/753.pdf }
@article{Moss-Racusin2012, title = Science faculty's subtle gender biases favor male students authors = Corinne A Moss-Racusin and John F Dovidio and Victoria L Brescoll and Mark J Graham and Jo Handelsman year = 2012 journal = Proceedings of the National Academy of Sciences month = 01 URL = http://www.pnas.org/content/early/2012/09/14/1211286109.full.pdf }
@electronic{Hayes2012, title = The Manifest Destiny of Artificial Intelligence authors = Brian Hayes year = 2012 booktitle = American Scientist month = 07 pages = 282--287 URL = http://www.americanscientist.org/libraries/documents/2012612149269144-2012-07Hayes.pdf }
@inproceedings{Garg2012, title = Unsupervised Semantic Role Induction with Global Role Ordering authors = Nikhil Garg and James Henderson year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 145--149 URL = http://www.aclweb.org/anthology/P/P12/P12-2029.pdf }
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@book{Steels2012, title = Language Grounding in Robots authors = Luc Steels and Manfred Hild year = 2012 month = 01 doi = 10.1007/978-1-4614-3064-3 }
@inproceedings{Krizhevsky2012, title = ImageNet Classification with Deep Convolutional Neural Networks authors = Alex Krizhevsky and Ilya Sutskever and Geoffrey E Hinton year = 2012 booktitle = Advances in Neural Information Processing Systems 25 pages = 1097--1105 URL = http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf }
@inproceedings{Feng2012, title = Extending the Entity-based Coherence Model with Multiple Ranks authors = Vanessa Wei Feng and Graeme Hirst year = 2012 booktitle = Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics month = 04 pages = 315--324 URL = http://www.aclweb.org/anthology/E12-1032 }
@inproceedings{Bisk2012, title = Simple Robust Grammar Induction with Combinatory Categorial Grammars authors = Yonatan Bisk and Julia Hockenmaier year = 2012 booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12) month = 07 pages = 1643--1649 URL = http://illinois.edu/ }
@inproceedings{Bisk2012, title = Induction of Linguistic Structure with Combinatory Categorial Grammars authors = Yonatan Bisk and Julia Hockenmaier year = 2012 booktitle = NAACL HLT Workshop on Induction of Linguistic Structure month = 06 pages = 90--95 }
@article{Rispoli2012, title = Sequence and System in the Acquisition of Tense and Agreement authors = M Rispoli and P A Hadley and J K Holt year = 2012 journal = Journal of Speech, Language and Hearing Research month = 08 number = 4 pages = 1007--1021 volume = 55 doi = 10.1044/1092-4388(2011/10-0272) }
@article{Pan2012, title = Red Meat Consumption and Mortality: Results From 2 Prospective Cohort Studies authors = An Pan and Qi Sun and Adam M. Bernstein and Matthias B. Schulze and JoAnn E. Manson and Meir J. Stampfer and Walter C. Willett and Frank B. Hu year = 2012 journal = Archives of Internal Medicine month = 03 pages = archinternmed.2011.2287v1 URL = http://archinte.ama-assn.org/cgi/content/full/archinternmed.2011.2287v1 }
@article{Hudson2012, title = River Trail: Adding Data Parallelism to JavaScript authors = Richard Hudson year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/Lec15_ParallelJavaScript.pdf?version }
@inproceedings{Gupta2012, title = Choosing Linguistics over Vision to Describe Images authors = Ankush Gupta and Yashaswi Verma and C V Jawahar year = 2012 booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12) month = 07 pages = 606--612 URL = http://www.aaai.org/ocs/index.php/AAAI/AAAI12/paper/viewFile/5039/5245 }
@article{Johnson2012, title = Spectral Algorithm for Learning Hidden Markov Model Predictive State Representations authors = Matthew James Johnson year = 2012 journal = arXiv month = 04 URL = http://arxiv.org/abs/1204.2477 }
@article{Paisley2012, title = Nested Hierarchical Dirichlet Processes authors = John Paisley and Chong Wang and David M Blei and Michael I Jordan year = 2012 journal = ArXiv month = 10 URL = http://arxiv.org/abs/1210.6738 }
@article{Miller2012, title = The Phylogenetic Indian Buffet Process: A Non-Exchangeable Nonparametric Prior for Latent Features authors = Kurt T Miller and Thomas L Griffiths and Michael I Jordan year = 2012 journal = International conference on Machine learning month = 06 URL = http://arxiv.org/pdf/1206.3279 }
@inproceedings{Vogel2012, title = He Said, She Said: Gender in the ACL Anthology authors = Adam Vogel and Daniel Jurafsky year = 2012 booktitle = Proceedings of the ACL-2012 Special Workshop on Rediscovering 50 Years of Discoveries month = 07 pages = 33--41 URL = http://www.aclweb.org/anthology/W12-3204 }
@inproceedings{Spitkovsky2012, title = Three Dependency-and-Boundary Models for Grammar Induction authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 URL = http://www.stanford.edu/~vals/pubs/dbm.pdf }
@inproceedings{Angeli2012, title = Parsing Time: Learning to Interpret Time Expressions authors = Gabor Angeli and Christopher D Manning and Daniel Jurafsky year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 446--455 URL = http://www.aclweb.org/anthology/N/N12/N12-1049 }
@article{Katz2012, title = Noam Chomsky on Where Artificial Intelligence Went Wrong authors = Yarden Katz year = 2012 journal = The Atlantic month = 11 pages = 1--16 }
@article{Hennig2012, title = Quasi-Newton Methods: A New Direction authors = Philipp Hennig and Martin Kiefel year = 2012 journal = International conference on Machine learning month = 06 URL = http://arxiv.org/pdf/1206.4602 }
@article{Hinton2012, title = Deep Neural Networks for Acoustic Modeling in Speech Recognition authors = Geoffrey Hinton and Li Deng and Dong Yu and Abdel-rahman Mohamed and Navdeep Jaitly and Andrew Senior and Vincent Vanhoucke and Patrick Nguyen and Tara Sainath George Dahl and Brian Kingsbury year = 2012 journal = IEEE Signal Processing Magazine month = 11 number = 6 pages = 82--97 volume = 29 URL = http://research.microsoft.com/apps/pubs/default.aspx?id }
@inproceedings{Kummerfeld2012, title = Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output authors = Jonathan K. Kummerfeld and David Hall and James Curran and Dan Klein year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1048--1059 URL = http://www.aclweb.org/anthology/D12-1096 }
@inproceedings{Hall2012, title = Training Factored PCFGs with Expectation Propagation authors = David Hall and Dan Klein year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1146--1156 URL = http://aclweb.org/anthology-new/D/D12/D12-1105.pdf }
@inproceedings{Burkett2012, title = Variational Inference for Structured NLP Models authors = David Burkett and Dan Klein year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1--214 URL = http://nlp.cs.berkeley.edu/tutorials/variational-tutorial-slides.pdf }
@inproceedings{Berg-Kirkpatrick2012, title = An Empirical Investigation of Statistical Significance in NLP authors = Taylor Berg-Kirkpatrick and David Burkett and Dan Klein year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 995--1005 URL = http://aclweb.org/anthology-new/D/D12/D12-1091.pdf }
@inproceedings{Pauls2012, title = Large-Scale Syntactic Language Modeling with Treelets authors = Adam Pauls and Dan Klein year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 959--968 URL = http://www.aclweb.org/anthology/P/P12/P12-1101.pdf }
@inproceedings{Titov2012, title = Crosslingual Induction of Semantic Roles authors = Ivan Titov and Alexandre Klementiev year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 647--656 URL = http://aclweb.org/anthology-new/P/P12/P12-1068.pdf }
@inproceedings{Titov2012, title = A Bayesian Approach to Unsupervised Semantic Role Induction authors = Ivan Titov and Alexandre Klementiev year = 2012 booktitle = European Chapter of the Association for Computational Linguistics month = 01 URL = http://people.mmci.uni-saarland.de/~titov/papers/eacl12.pdf }
@inproceedings{Lippincott2012, title = Learning Syntactic Verb Frames Using Graphical Models authors = Thomas Lippincott and Diarmuid {\'O} S{\'e}aghdha and Anna Korhonen year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 420--429 URL = http://www.aclweb.org/anthology/P/P12/P12-1044.pdf }
@article{Mayer2012, title = Walking with coffee: Why does it spill? authors = H Mayer and R Krechetnikov year = 2012 journal = Physical Review E month = 04 number = 4 pages = 046117 volume = 85 doi = 10.1103/PhysRevE.85.046117 }
@article{Nivre2012, title = Parsing Morphologically Rich Languages: Introduction to the Special Issue authors = Joakim Nivre and Reut Tsarfaty and Djam{\'e} Seddah and Sandra Kubler year = 2012 journal = Computational Linguistics month = 11 pages = 1--16 doi = 10.1162/COLI_a_00133 }
@phdthesis{Kwiatkowski2012, title = Probabilistic Grammar Induction from Sentences and Structured Meanings authors = Tom Kwiatkowski year = 2012 school = University of Edinburgh month = 01 URL = http://www.era.lib.ed.ac.uk/bitstream/1842/6190/1/Kwiatkowski2012.pdf }
@inproceedings{Fountain2012, title = Taxonomy Induction Using Hierarchical Random Graphs authors = Trevor Fountain and Mirella Lapata year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 466--476 URL = http://www.aclweb.org/anthology/N/N12/N12-1051 }
@article{Lappin2012, title = Expressive and Computational Power authors = Shalom Lappin year = 2012 journal = NASSLLI month = 06 pages = 1--142 }
@article{Lappin2012, title = Property Theory with Curry Typing authors = Shalom Lappin year = 2012 journal = NASSLLI month = 06 pages = 1--129 }
@article{Lappin2012, title = Fine Grained Intensional Theories authors = Shalom Lappin year = 2012 journal = NASSLLI month = 06 pages = 1--123 }
@article{Lappin2012, title = Representing Meaning and Entailment authors = Shalom Lappin year = 2012 journal = NASSLLI month = 06 pages = 1--180 }
@article{Lappin2012, title = Probabilistic Semantics* authors = Shalom Lappin year = 2012 journal = NASSLLI month = 06 pages = 1--181 }
@inproceedings{Alahverdzhieva2012, title = Multimodal Grammar Implementation authors = Katya Alahverdzhieva and Dan Flickinger and Alex Lascarides year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 582--586 URL = http://www.aclweb.org/anthology/N/N12/N12-1070 }
@article{Lea2012, title = Some Recent and Upcoming java.util.concurrent Components authors = Doug Lea year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/DougLea_juc.pdf?version }
@inproceedings{Danescu-Niculescu-Mizil2012, title = You Had Me at Hello: How Phrasing Affects Memorability authors = Cristian Danescu-Niculescu-Mizil and Justin Cheng and Jon Kleinberg and Lillian Lee year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 892--901 URL = http://aclweb.org/anthology-new/P/P12/P12-1094.pdf }
@article{Culbertson2012, title = Learning biases predict a word order universal authors = Jennifer Culbertson and Paul Smolensky and G{\'e}raldine Legendre year = 2012 journal = Cognition month = 03 number = 3 pages = 306--329 volume = 122 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027711002745 }
@inproceedings{Hsu2012, title = Identifiability and Unmixing of Latent Parse Trees authors = Daniel Hsu and Sham M Kakade and Percy Liang year = 2012 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://cs.stanford.edu/~pliang/papers/identifiability-nips2012.pdf }
@article{Rowland2012, title = The development of abstract syntax: Evidence from structural priming and the lexical boost authors = Caroline F Rowland and Franklin Chang and Ben Ambridge and Julian M Pine and Elena V M Lieven year = 2012 journal = Cognition month = 10 number = 1 pages = 49--63 volume = 125 URL = http://linkinghub.elsevier.com/retrieve/pii/S001002771200128X }
@inproceedings{Bansal2012, title = Unsupervised Translation Sense Clustering authors = Mohit Bansal and John DeNero and Dekang Lin year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 773--782 URL = http://www.aclweb.org/anthology/N/N12/N12-1095 }
@inproceedings{Qian2012, title = Joint Chinese Word Segmentation, POS Tagging and Parsing authors = Xian Qian and Yang Liu year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 501--511 URL = http://aclweb.org/anthology-new/D/D12/D12-1046.pdf }
@inproceedings{Anandkumar2012, title = A Spectral Algorithm for Latent Dirichlet Allocation authors = Anima Anandkumar and Dean P Foster and Daniel Hsu and Sham M Kakade and Yi-Kai Liu year = 2012 booktitle = Advances in Neural Information Processing Systems month = 01 URL = http://cseweb.ucsd.edu/~djhsu/papers/lda-nips.pdf }
@inproceedings{Che2012, title = A Comparison of Chinese Parsers for Stanford Dependencies authors = Wanxiang Che and Valentin I Spitkovsky and Ting Liu year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 11--16 URL = http://www.aclweb.org/anthology/P/P12/P12-2003.pdf }
@inproceedings{Weese2012, title = Using Categorial Grammar to Label Translation Rules authors = Jonathan Weese and Chris Callison-Burch and Adam Lopez year = 2012 booktitle = Workshop on Statistical Machine Translation month = 01 pages = 222--231 URL = http://www.cs.jhu.edu/~ccb/publications/using-categorial-grammar-to-label-translation-rules.pdf }
@article{Socher2012, title = Deep Learning for NLP (without Magic) authors = Richard Socher and Yoshua Bengio and Christopher D Manning year = 2012 journal = Association for Computational Linguistics month = 01 URL = http://nlp.stanford.edu/~socherr/SocherBengioManning-DeepLearning-ACL2012-20120707-NoMargin.pdf }
@inproceedings{Surdeanu2012, title = Multi-instance Multi-label Learning for Relation Extraction authors = Mihai Surdeanu and Julie Tibshirani and Ramesh Nallapati and Christopher D Manning year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 455--465 URL = http://www.aclweb.org/anthology/D12-1042 }
@inproceedings{Green2012, title = Entity Clustering Across Languages authors = Spence Green and Nicholas Andrews and Matthew R Gormley and Mark Dredze and Christopher D Manning year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 60--69 }
@article{Marinov2012, title = IMUnit: Improved Multithreaded Unit Testing authors = Darko Marinov year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/IMunit_DarkoMarinov.pdf?version }
@article{Mattson2012, title = Design PAtterns for PArallel Applications Programming authors = Tim Mattson year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/patterns_intro.pdf?version }
@inproceedings{Singh2012, title = Monte Carlo MCMC: Efficient Inference by Approximate Sampling authors = Sameer Singh and Michael Wick and Andrew McCallum year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1104--1113 URL = http://aclweb.org/anthology-new/D/D12/D12-1101.pdf }
@inproceedings{Petrov2012, title = A Universal Part-of-Speech Tagset authors = Slav Petrov and Dipanjan Das and Ryan McDonald year = 2012 booktitle = Proceedings of the Eighth International Conference on Language Resources and Evaluation (LREC-2012) month = 05 pages = 2089--2096 URL = http://www.lrec-conf.org/proceedings/lrec2012/pdf/274_Paper.pdf }
@article{Dediu2012, title = Abstract Profiles of Structural Stability Point to Universal Tendencies, Family-Specific Factors, and Ancient Connections between Languages authors = Dan Dediu and Stephen C Levinson and Alex Mesoudi year = 2012 journal = PLoS ONE month = 09 number = 9 pages = e45198 volume = 7 doi = 10.1371/journal.pone.0045198.t002 }
@inproceedings{Krishnamurthy2012, title = Weakly Supervised Training of Semantic Parsers authors = Jayant Krishnamurthy and Tom M Mitchell year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 754--765 URL = http://aclweb.org/anthology-new/D/D12/D12-1069.pdf }
@inproceedings{Kim2012, title = Unsupervised PCFG Induction for Grounded Language Learning with Highly Ambiguous Supervision authors = Joohyun Kim and Raymond Mooney year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 433--444 URL = http://aclweb.org/anthology-new/D/D12/D12-1040.pdf }
@inproceedings{Motwani2012, title = Improving Video Activity Recognition using Object Recognition and Text Mining authors = Tanvi S Motwani and Raymond Mooney year = 2012 booktitle = ECAI month = 08 URL = http://www.cs.utexas.edu/~ai-lab/downloadPublication.php?filename }
@article{Moschitti2012, title = State-of-the-Art Kernels in Natural Language Processing authors = Alessandro Moschitti year = 2012 journal = Association for Computational Linguistics month = 07 URL = http://www.aclweb.org/supplementals/P/P12/P12-4002.Presentation.pdf }
@inproceedings{Shindo2012, title = Bayesian Symbol-Refined Tree Substitution Grammars for Syntactic Parsing authors = Hiroyuki Shindo and Yusuke Miyao and Akinori Fujino and Masaaki Nagata year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 440--448 URL = http://aclweb.org/anthology-new/P/P12/P12-1046.pdf }
@inproceedings{Sato2012, title = Practical Collapsed Variational Bayes Inference for Hierarchical Dirichlet Process authors = Issei Sato and Kenichi Kurihara and Hiroshi Nakagawa year = 2012 booktitle = Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining month = 01 pages = 105--113 doi = 10.1145/2340000/2339550/p105-sato.pdf }
@article{Sato2012, title = Rethinking Collapsed Variational Bayes Inference for LDA authors = Issei Sato and Hiroshi Nakagawa year = 2012 journal = International conference on Machine learning month = 06 URL = http://arxiv.org/abs/1206.6435 }
@inproceedings{Levitan2012, title = Acoustic-Prosodic Entrainment and Social Behavior authors = Rivka Levitan and Agustin Gravano and Laura Willson and Stefan Benus and Julia Hirschberg and Ani Nenkova year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 11--19 URL = http://www.aclweb.org/anthology/N12-1002 }
@inproceedings{Louis2012, title = A coherence model based on syntactic patterns authors = Annie Louis and Ani Nenkova year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1157--1168 }
@article{Langus2012, title = Can prosody be used to discover hierarchical structure in continuous speech? authors = Alan Langus and Erika Marchetto and Ricardo Augusto Hoffmann Bion and Marina Nespor year = 2012 journal = Journal of Memory and Language month = 01 number = 1 pages = 285--306 volume = 66 doi = 10.1016/j.jml.2011.09.004 }
@article{Aslin2012, title = Statistical Learning From Acquiring Specific Items to Forming General Rules authors = Richard N Aslin and Elissa L Newport year = 2012 journal = Current Directions in Psychological Science month = 06 number = 3 pages = 170--176 volume = 21 URL = http://cdp.sagepub.com.proxy2.library.illinois.edu/content/21/3/170.full }
@article{Fedzechkina2012, title = Language learners restructure their input to facilitate efficient communication authors = Maryia Fedzechkina and T Florian Jaeger and Elissa L Newport year = 2012 journal = Proceedings of the National Academy of Sciences month = 10 number = 44 pages = 17897--17902 volume = 109 URL = http://www.pnas.org/content/109/44/17897.full }
@inproceedings{Le2012, title = Building High-level Features Using Large Scale Unsupervised Learning authors = Quoc V. Le and Marc'Aurelio Ranzato and Rajat Monga and Matthieu Devin and Kai Chen and Greg S. Corrado and Jeff Dean and Andrew Y Ng year = 2012 booktitle = International conference on Machine learning month = 06 URL = http://research.google.com/archive/unsupervised_icml2012.html }
@inproceedings{Socher2012, title = Semantic Compositionality through Recursive Matrix-Vector Spaces authors = Richard Socher and Brody Huval and Christopher D Manning and Andrew Y Ng year = 2012 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://www.socher.org/uploads/Main/SocherHuvalManningNg_EMNLP2012.pdf }
@inproceedings{Bohnet2012, title = A Transition-Based System for Joint Part-of-Speech Tagging and Labeled Non-Projective Dependency Parsing authors = bErnd Bohnet and Joakim Nivre year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1455--1465 URL = http://aclweb.org/anthology-new/D/D12/D12-1133.pdf }
@inproceedings{Goldberg2012, title = A Dynamic Oracle for Arc-Eager Dependency Parsing authors = Yoav Goldberg and Joakim Nivre year = 2012 booktitle = Proceedings of COLING 2012 month = 12 pages = 959--976 URL = http://www.aclweb.org/anthology/C12-1059 }
@article{TANNER2012, title = Individual differences reveal stages of L2 grammatical acquisition: ERP evidence authors = DARREN TANNER and JUDITH MCLAUGHLIN and JULIA HERSCHENSOHN and LEE OSTERHOUT year = 2012 journal = Bilingualism: Language and Cognition month = 08 number = 02 pages = 367--382 volume = 16 URL = http://journals.cambridge.org.proxy2.library.illinois.edu/action/displayAbstract?aid }
@article{Hoffman2012, title = Stochastic Variational Inference authors = Matt Hoffman and David M Blei and Chong Wang and John Paisley year = 2012 journal = arXiv month = 06 URL = http://arxiv.org/abs/1206.7051 }
@inproceedings{Croce2012, title = Verb Classification using Distributional Similarity in Syntactic and Semantic Structures authors = Danilo Croce and Alessandro Moschitti and Roberto Basili and Alexis Palmer year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 263--272 URL = http://aclweb.org/anthology-new/P/P12/P12-1028.pdf }
@electronic{Davenport2012, title = Data Scientist: The Sexiest Job of the 21st Century authors = Thomas H Davenport and D J Patil year = 2012 booktitle = Harvard Business Review month = 10 pages = 70--76 URL = http://cromi.org/main/wp-content/uploads/2012/10/Davenport-2012-data-scientist.pdf }
@inproceedings{Paul2012, title = Mixed Membership Markov Models for Unsupervised Conversation Modeling authors = Michael Paul year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 94--104 }
@inproceedings{Rush2012, title = Vine Pruning for Efficient Multi-Pass Dependency Parsing authors = Alexander M Rush and Slav Petrov year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1--10 URL = http://www.petrovi.de/data/naacl12.pdf }
@inproceedings{Pitler2012, title = Attacking Parsing Bottlenecks with Unlabeled Data and Relevant Factorizations authors = Emily Pitler year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 768--776 URL = http://www.cis.upenn.edu/~epitler/papers/ACL2012.pdf }
@book{Forsyth2012, title = Computer Vision: A Modern Approach authors = David Forsyth and Jean Ponce year = 2012 month = 01 URL = http://www.amazon.com/Computer-Vision-Approach-David-Forsyth/dp/0130851981/ref }
@inproceedings{Chiang2012, title = A Search Algorithm for Latent Variable Models with Unbounded Domains authors = Michael Chiang and David Poole year = 2012 booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12) month = 07 URL = http://www.cs.ubc.ca/~poole/papers/chiang_poole_aaai12.pdf }
@inproceedings{White2012, title = Minimal Dependency Length in Realization Ranking authors = Michael White and Rajakrishnan Rajkumar year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 244--255 URL = http://aclweb.org/anthology-new/D/D12/D12-1023.pdf }
@article{Marton2012, title = Dependency Parsing of Modern Standard Arabic with Lexical and Inflectional Features authors = Yuval Marton and Nizar Y Habash and Owen Rambow year = 2012 journal = Computational Linguistics month = 11 pages = 1--52 doi = 10.1162/COLI_a_00138 }
@inproceedings{Samdani2012, title = Unified Expectation Maximization authors = Rajhans Samdani and Ming-Wei Chang and Dan Roth year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 688--698 URL = http://www.aclweb.org/anthology/N/N12/N12-1087 }
@inproceedings{Orkin2012, title = Understanding speech in interactive narratives with crowd sourced data authors = Jeffrey David Orkin and Deb K Roy year = 2012 booktitle = Association for the Advancement of Artificial Intelligence month = 10 URL = http://dspace.mit.edu/handle/1721.1/92453 }
@inproceedings{Tellex2012, title = Approaching the Symbol Grounding Problem with Probabilistic Graphical Models authors = Stefanie Tellex and Thomas Kollar and Steven Dickerson and Matthew R Walter and Ashis Gopal Banerjee and Seth Teller and Nicholas Roy year = 2012 booktitle = Proceedings of the Association for the Advancement of Artificial Intelligence (AAAI) month = 01 URL = http://groups.csail.mit.edu/rrg/papers/tellex12-ai.pdf }
@article{Salvi2012, title = Language Bootstrapping: Learning Word Meanings From Perception-Action Association authors = Giampiero Salvi and Luis Montesano and Alexandre Bernardino and Jos{\'e} Santos-Victor year = 2012 journal = IEEE Transactions onf Systems, Man, and Cybernetics -- Part B: Cybernetics number = 3 volume = 42 URL = https://arxiv.org/abs/1711.09714v1 }
@article{Kuhlmann2012, title = Tree-Adjoining Grammars Are Not Closed Under Strong Lexicalization authors = Marco Kuhlmann and Giorgio Satta year = 2012 journal = Computational Linguistics month = 01 }
@article{Schlappa2012, title = Spin--orbital separation in the quasi-one-dimensional Mott insulator Sr2CuO3 authors = J Schlappa and K Wohlfeld and K J Zhou and M Mourigal and M W Haverkort and V N Strocov and L Hozoi and C Monney and S Nishimoto and S Singh and A Revcolevschi and J S Caux and L Patthey and H M R{\o}nnow and J van den Brink and T Schmitt year = 2012 journal = Nature month = 04 doi = 10.1038/nature10974 }
@article{Betz2012, title = My Fair Physicist? Feminine Math and Science Role Models Demotivate Young Girls authors = Diana E. Betz and Denise Sekaquaptewa year = 2012 journal = Social Psychological and Personality Science month = 03 pages = 1--9 URL = http://spp.sagepub.com/content/early/2012/03/27/1948550612440735.full.pdf+html }
@article{Soomro2012, title = {UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild} authors = Khurram Soomro and Amir Roshan Zamir and Mubarak Shah year = 2012 month = 12 URL = https://arxiv.org/abs/1212.0402 }
@article{Kumar2012, title = FST Based Morphological Analyzer for Hindi Language authors = Deepak Kumar and Manjeet Singh and Seema Shukla year = 2012 journal = arXiv month = 07 URL = http://arxiv.org/abs/1207.5409 }
@inproceedings{Sadilek2012, title = Predicting Disease Transmission from Geo-Tagged Micro-Blog Data authors = Adam Sadilek and Henry Kautz and Vincent Silenzio year = 2012 booktitle = Proceedings of the Twenty-Sixth Conference on Artificial Intelligence (AAAI-12) month = 07 URL = http://www.cs.rochester.edu/~sadilek/publications/Sadilek-Kautz-Silenzio_Predicting-Disease-Transmission-from-Geo-Tagged-Micro-Blog-Data_AAAI-12.pdf }
@article{Brandt2012, title = Music and Early Language Acquisition authors = Anthony Brandt and Molly Gebrian and L Robert Slevc year = 2012 journal = Frontiers in Psychology month = 01 volume = 3 doi = 10.3389/fpsyg.2012.00327/abstract }
@inproceedings{Gimpel2012, title = Concavity and Initialization for Unsupervised Dependency Parsing authors = Kevin Gimpel and Noah A Smith year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 577--581 URL = http://www.aclweb.org/anthology/N/N12/N12-1069 }
@inproceedings{Martins2012, title = Structured Sparsity in Natural Language Processing: Models, Algorithms, and Applications authors = Andr{\'e}F T Martins and M{\'a}rio A T Figueiredo and Noah A Smith year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1--356 URL = http://www.cs.cmu.edu/~afm/Home_files/naacl2012tutorial.pdf }
@article{Smith2012, title = Adversarial Evaluation for Models of Natural Language authors = Noah A Smith year = 2012 journal = arXiv month = 07 URL = http://arxiv.org/pdf/1207.0245 }
@article{Smith2012, title = Distinct word length frequencies: distributions and symbol entropies authors = Reginald D Smith year = 2012 journal = arXiv month = 07 URL = http://arxiv.org/abs/1207.2334 }
@book{Bernardo2012, title = Bayesian Theory authors = Jos{\'e}M Bernardo and Adrian F M Smith year = 2012 month = 01 URL = http://www.4shared.com/get/yn_tadGU/Bernardo_JM_Smith_AFM_-_Bayesi.html }
@article{Snir2012, title = Multicores and Beyond authors = Marc Snir year = 2012 journal = I2PC month = 07 URL = https://wiki.engr.illinois.edu/download/attachments/202146190/Lec14_Snir_Beyond.pdf?version }
@inproceedings{Sogaard2012, title = Two baselines for unsupervised dependency parsing authors = Anders Sogaard year = 2012 booktitle = NAACL HLT Workshop on Induction of Linguistic Structure month = 06 pages = 81--83 }
@article{Sogaard2012, title = Unsupervised dependency parsing without training authors = Anders Sogaard year = 2012 journal = Natural Language Engineering month = 03 number = 02 pages = 187--203 volume = 18 URL = http://www.journals.cambridge.org/abstract_S1351324912000022 }
@inproceedings{Darling2012, title = Unsupervised Part-of-Speech Tagging in Noisy and Esoteric Domains With a Syntactic-Semantic Bayesian HMM authors = William M Darling and Michael J Paul and Fei Song year = 2012 booktitle = Proceedings of the Workshop on Semantic Analysis in Social Media month = 04 pages = 1--9 }
@article{Finkel2012, title = Online Dating: A Critical Analysis From the Perspective of Psychological Science authors = Eli J Finkel and Paul W Eastwick and Benjamin R Karney and Harry T Reis and Susan Sprecher year = 2012 journal = Association for Psychological Science month = 01 pages = 3--66 volume = 1 URL = http://psi.sagepub.com/content/13/1/3.full?ijkey }
@inproceedings{Christodoulopoulos2012, title = Turning the pipeline into a loop: Iterated unsupervised dependency parsing and PoS induction authors = Christos Christodoulopoulos and Sharon Goldwater and Mark Steedman year = 2012 booktitle = NAACL HLT Workshop on Induction of Linguistic Structure month = 06 pages = 96--99 }
@article{Steedman2012, title = Combinatory Categorial Grammars for Robust Natural Language Processing authors = Mark Steedman year = 2012 journal = NASSLLI month = 06 URL = http://homepages.inf.ed.ac.uk/steedman/papers/ccg/nasslli12.pdf }
@article{Christodoulopoulos2012, title = Using unsupervised dependency features for part-of-speech induction authors = Christos Christodoulopoulos and Mark Steedman year = 2012 journal = EMNLP-Submission pages = 1--11 }
@inproceedings{Kwiatkowski2012, title = A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings authors = Tom Kwiatkowski and Sharon Goldwater and Luke S Zettlemoyer and Mark Steedman year = 2012 booktitle = European Chapter of the Association for Computational Linguistics month = 04 pages = 234--244 URL = http://www.aclweb.org/anthology-new/E/E12/E12-1024.pdf }
@inproceedings{Lindsey2012, title = A Phrase-Discovering Topic Model Using Hierarchical Pitman-Yor Processes authors = Robert V Lindsey and William P Headden III and Michael J Stipicevic year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 214--222 URL = http://aclweb.org/anthology-new/D/D12/D12-1020.pdf }
@inproceedings{Bryant2012, title = Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes authors = Michael Bryant and Erik B Sudderth year = 2012 booktitle = Advances in Neural Information Processing Systems (NIPS) month = 01 URL = http://cs.brown.edu/~sudderth/papers/nips12hdpOnline.pdf }
@inproceedings{Huang2012, title = Improved Combinatory Categorial Grammar Induction with Boundary Words and Bayesian Inference authors = Yun Huang and Min Zhang and Chew Lim Tan year = 2012 booktitle = Proceedings of the 24rd International Conference on Computational Linguistics (Coling 2012) month = 12 URL = http://www.comp.nus.edu.sg/~tancl/publications/c2012/hy_coling12_ccg.pdf }
@book{Tantau2012, title = TikZ \\& PGF Manual authors = Till Tantau year = 2012 month = 05 pages = 1--878 URL = http://www.texample.net/media/pgf/builds/pgfmanualCVS2012-05-18.pdf }
@inproceedings{Gillenwater2012, title = Discovering Diverse and Salient Threads in Document Collections authors = Jennifer Gillenwater and Alex Kulesza and Ben Taskar year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 710--720 URL = http://www.aclweb.org/anthology/D12-1065 }
@article{Kulesza2012, title = Determinantal Point Processes authors = Alex Kulesza and Ben Taskar year = 2012 journal = Uncertainty in Artificial Intelligence month = 08 number = 2-3 pages = 123--286 volume = 5 URL = http://www.seas.upenn.edu/~taskar/pubs/dpp_tut.pdf }
@inproceedings{Li2012, title = Wiki-ly Supervised Part-of-Speech Tagging authors = Shen Li and Jo{\~a}o V Graca and Ben Taskar year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 1389--1398 URL = http://aclweb.org/anthology-new/D/D12/D12-1127.pdf }
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@inproceedings{Bruni2012, title = Distributional Semantics in Technicolor authors = Elia Bruni and Gemma Boleda and Marco Baroni and Nam-Khanh Tran year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = ul, pages = 136--145 URL = https://www.aclweb.org/anthology/P12-1015 }
@inproceedings{Hatori2012, title = Incremental Joint Approach to Word Segmentation, POS Tagging, and Dependency Parsing in Chinese authors = Jun Hatori and Takuya Matsuzaki and Yusuke Miyao and Jun'ichi Tsujii year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 1045--1053 URL = http://www.aclweb.org/anthology/P/P12/P12-1110.pdf }
@inproceedings{Tu2012, title = Combining the Sparsity and Unambiguity Biases for Grammar Induction authors = Kewei Tu year = 2012 booktitle = NAACL HLT Workshop on Induction of Linguistic Structure month = 06 pages = 105--110 }
@inproceedings{Cohen2012, title = Spectral Learning of Latent-Variable PCFGs authors = Shay B Cohen and Karl Stratos and Michael Collins and Dean P Foster and Lyle Ungar year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 223--231 URL = http://aclweb.org/anthology-new/P/P12/P12-1024.pdf }
@inproceedings{Dhillon2012, title = Spectral Dependency Parsing with Latent Variables authors = Paramveer S Dhillon and Jordan Rodu and Michael Collins and Dean P Foster and Lyle H Ungar year = 2012 booktitle = Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning month = 07 pages = 205--213 URL = http://aclweb.org/anthology-new/D/D12/D12-1019.pdf }
@article{Sun2012, title = Capturing Paradigmatic and Syntagmatic Lexical Relations: Towards Accurate Chinese Part-of-Speech Tagging authors = WeiWei Sun and Hans Uskoreit year = 2012 journal = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 242--252 }
@inproceedings{Tackstr{\"o}ma2012, title = Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure authors = Oscar Tackstr{\"o}ma and Ryan McDonald and Jakob Uszkoreit year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 477--487 URL = http://www.aclweb.org/anthology/N/N12/N12-1052 }
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@inproceedings{Wallace2012, title = Multiple Narrative Disentanglement: Unraveling Infinite Jest authors = Byron C. Wallace year = 2012 booktitle = Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1--10 }
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@article{Karnin2012, title = Unsupervised SVMs: On the Complexity of the Furthest Hyperplane Problem authors = Zohar Karnin and Edo Liberty and Shachar Lovett and Roy Schwartz and Omri Weinstein year = 2012 journal = The Journal of Machine Learning Research month = 01 volume = 23 URL = http://jmlr.csail.mit.edu/proceedings/papers/v23/karnin12/karnin12.pdf }
@inproceedings{Albert2012, title = A Morphologically Annotated Hebrew CHILDES Corpus authors = Aviad Albert and Brian MacWhinney and Bracha Nir and Shuly Wintner year = 2012 booktitle = Proceedings of the Workshop on Computational Models of Language Acquisition and Loss month = 04 pages = 20--22 URL = http://www.aclweb.org/anthology/W12-0904.pdf }
@inproceedings{Huang2012, title = Iterative Viterbi A* Algorithm for K-Best Sequential Decoding authors = Zhiheng Huang and Yi Chang and Bo Long and Jean-Francois Crespo and Anlei Dong and Sathiya Keerthi and Su-Lin Wu year = 2012 booktitle = Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 611--619 URL = http://www.aclweb.org/anthology/P/P12/P12-1064.pdf }
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@inproceedings{Yatbaz2012, title = Learning Syntactic Categories Using Paradigmatic Representations of Word Context authors = Mehmet Ali Yatbaz and Enis Sert and Deniz Yuret year = 2012 month = 07 pages = 940--951 URL = http://www.aclweb.org/anthology/D12-1086 }
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@inproceedings{Talton2012, title = Proceedings of the 25th annual ACM symposium on User interface software and technology - UIST '12 authors = Jerry Talton and Lingfeng Yang and Ranjitha Kumar and Maxine Lim and Noah Goodman and Radom{\'\\i}r M{\v e}ch year = 2012 booktitle = the 25th annual ACM symposium month = 01 pages = 63 URL = http://dl.acm.org/citation.cfm?doid }
@article{Connor2013, title = Starting from Scratch in Semantic Role Labeling: Early Indirect Supervision authors = Michael Connor and Cynthia Fisher and Dan Roth and Aline Villavicencio and Thierry Poibeau and Anna Korhonen and Afra Alishahi year = 2013 journal = Theory and Applications of Natural Language Processing month = 01 doi = 10.1007/978-3-642-31863-4 }
@inproceedings{Santamaria2013, title = Semi-supervised Constituent Grammar Induction Based on Text Chunking Information authors = Jesus Santamaria and Lourdes Araujo year = 2013 booktitle = International Conference on Intelligent Text Processing and Computational Linguistics month = 01 number = Chapter 21 pages = 258--269 volume = 7816 doi = 10.1007/978-3-642-37247-6_21 }
@article{Schmidt2013, title = Minimizing Finite Sums with the Stochastic Average Gradient authors = Mark Schmidt and Nicolas Le Roux and Francis Bach year = 2013 journal = Mathematical Programming month = September URL = http://hal.inria.fr/docs/00/86/00/51/PDF/sag_journal.pdf }
@inproceedings{Garrette2013, title = Learning a Part-of-Speech Tagger from Two Hours of Annotation authors = Dan Garrette and Jason Baldridge year = 2013 booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 138--147 URL = http://www.aclweb.org/anthology/N13-1014 }
@article{Barr2013, title = Memory Constraints on Infant Learning From Picture Books, Television, and Touchscreens authors = Rachel Barr year = 2013 journal = Child Development Perspectives number = 4 pages = 205-210 volume = 7 doi = 10.1111/cdep.12041 }
@inproceedings{Kushman2013, title = Using Semantic Unification to Generate Regular Expressions from Natural Language authors = Nate Kushman and Regina Barzilay year = 2013 booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 826--836 URL = http://www.aclweb.org/anthology/N13-1103 }
@article{Bender2013, title = Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax authors = Emily M. Bender year = 2013 journal = Synthesis Lectures on Human Language Technologies month = 06 number = 3 pages = 1--184 volume = 6 doi = 10.2200/S00493ED1V01Y201303HLT020 }
@inproceedings{Pascanu2013, title = How to Construct Deep Recurrent Neural Networks authors = Razvan Pascanu and {\c C}a{\u g}lar G{\"u}l{\c c}ehre and Kyunghyun Cho and Yoshua Bengio year = 2013 booktitle = rd International Conference on Learning Representations month = 12 URL = https://arxiv.org/abs/1312.6026 }
@article{Bishop2013, title = Graphical Models authors = Christopher Bishop year = 2013 journal = MLSS month = 08 pages = 1--140 URL = http://mlss.tuebingen.mpg.de/bishop_slides.pdf }
@article{Ranganath2013, title = Black Box Variational Inference authors = Rajesh Ranganath and Sean Gerrish and David M Blei year = 2013 journal = arXiv.org month = 12 URL = http://arxiv.org/abs/1401.0118 }
@article{Bleier2013, title = Practical Collapsed Stochastic Variational Inference for the HDP authors = Arnim Bleier year = 2013 journal = arXiv month = 12 URL = http://arxiv.org/abs/1312.0412 }
@inproceedings{Hermann2013, title = The Role of Syntax in Vector Space Models of Compositional Semantics authors = Karl Moritz Hermann and Phil Blunsom year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://www.karlmoritz.com/_media/hermannblunsom_acl2013.pdf }
@inproceedings{Botha2013, title = Adaptor Grammars for Learning Non-Concatenative Morphology authors = Jan A Botha and Phil Blunsom year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 345--356 URL = http://www.aclweb.org/anthology/D13-1034 }
@inproceedings{Wang2013, title = Collapsed Variational Bayesian Inference for PCFGs authors = Pengyu Wang and Phil Blunsom year = 2013 booktitle = Proceedings of the Seventeenth Conference on Computational Natural Language Learning month = 08 pages = 173--182 URL = http://www.aclweb.org/anthology/W13-3519.pdf }
@inproceedings{Wang2013, title = Collapsed Variational Bayesian Inference for Hidden Markov Models authors = Pengyu Wang and Phil Blunsom year = 2013 booktitle = Proceedings of the 16th International Conference on Artificial Intelligence and Statistics (AISTATS) month = 01 URL = http://www.clg.ox.ac.uk/blunsom/pubs/wang13cvb.pdf }
@article{Bottou2013, title = Multilayer Neural Networks authors = L{\'e}on Bottou year = 2013 journal = MLSS month = 08 pages = 1--157 URL = http://mlss.tuebingen.mpg.de/bottou_slides.pdf }
@inproceedings{Zhai2013, title = Online Latent Dirichlet Allocation with Infinite Vocabulary authors = Ke Zhai and Jordan Boyd-Graber year = 2013 booktitle = Proceedings of the 30th International Conference on Machine Learning month = 01 URL = http://jmlr.csail.mit.edu/proceedings/papers/v28/zhai13.pdf }
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@inproceedings{Rei2013, title = Parser lexicalisation through self-learning authors = Marek Rei and Ted Briscoe year = 2013 booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 391--400 URL = http://www.aclweb.org/anthology/N13-1040 }
@article{Kidd2013, title = Reading Literary Fiction Improves Theory of Mind authors = D C Kidd and E Castano year = 2013 journal = Science month = 10 doi = 10.1126/science.1239918 }
@article{Christodoulopoulos2013, title = An Iterated Learning Framework for Unsupervised Part-of-Speech Induction authors = Christos Christodoulopoulos year = 2013 journal = An Iterated Learning Framework for Unsupervised Part-of-Speech Induction URL = http://christos-c.com/papers/christodoulopoulos_13_iterated.pdf }
@inproceedings{Yao2013, title = Answer Extraction as Sequence Tagging with Tree Edit Distance authors = Xuchen Yao and Benjamin Van Durme and Chris Callison-Burch and Peter Clark year = 2013 booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 858--867 URL = http://www.aclweb.org/anthology/N13-1106 }
@article{Dawson2013, title = A generative probabilistic framework for learning spatial language authors = Colin Reimer Dawson and John Wright and Antons Rebguns and Marco Valenzuela Escarcega and Daniel Fried and Paul R Cohen year = 2013 journal = The Third IEEE International Conference on Development and Learning and on Epigenetic Robotics pages = 1--8 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
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@inproceedings{Cohen2013, title = Approximate PCFG Parsing Using Tensor Decomposition authors = Shay B Cohen and Giorgio Satta and Michael Collins year = 2013 booktitle = North American chapter of the Association for Computational Linguistics conference month = 01 URL = http://www.cs.columbia.edu/~scohen/naacl13tensor.pdf }
@inproceedings{Das2013, title = A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching authors = P. Das and C. Xu and R. F. Doell and J. J. Corso year = 2013 booktitle = {Proceedings of IEEE Conference on Computer Vision and Pattern Recognition} URL = http://www.cse.buffalo.edu/~jcorso/pubs/jcorso_CVPR2013_dpmtm.pdf }
@inproceedings{Radford2013, title = Joint Apposition Extraction with Syntactic and Semantic Constraints authors = Will Radford and James Curran year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = 08 pages = 671--677 URL = http://www.aclweb.org/anthology/P13-2118 }
@inproceedings{Guadarrama2013, title = Grounding Spatial Relations for Human-Robot Interaction authors = Sergio Guadarrama and Lorenzo Riano and Dave Golland and Daniel G{\"o}hring and Jia Yangqing and Dan Klein and Pieter Abbeel and Trevor Darrell year = 2013 booktitle = IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) month = 01 pages = 1640--1647 URL = http://ieeexplore.ieee.org/stamp/stamp.jsp?tp }
@inproceedings{Steeg2013, title = Demystifying Information-Theoretic Clustering authors = Greg Ver Steeg and Aram Galstyan and Fei Sha and Simon DeDeo year = 2013 booktitle = Proceedings of The st International Conference on Machine Learning ICML month = 10 URL = http://arxiv.org/abs/1310.4210 }
@article{Dechter2013, title = Reasoning with Probabilistic and Deterministic Graphical Models: Exact Algorithms authors = Rina Dechter year = 2013 journal = Synthesis Lectures on Artificial Intelligence and Machine Learning month = 12 number = 3 pages = 1--191 volume = 7 doi = 10.2200/S00529ED1V01Y201308AIM023 }
@article{Domke2013, title = Learning Graphical Model Parameters with Approximate Marginal Inference authors = J Domke year = 2013 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = 01 number = 10 pages = 2454--2467 volume = 35 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
@inproceedings{He2013, title = Dynamic Feature Selection for Dependency Parsing authors = He He and Hal Daum{\'e}III and Jason Eisner year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 1455--1464 URL = http://www.aclweb.org/anthology/D13-1152 }
@inproceedings{Gormley2013, title = Nonconvex Global Optimization for Latent-Variable Models authors = Matthew R Gormley and Jason Eisner year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://www.cs.jhu.edu/~mrg/publications/global-acl-13.pdf }
@article{Beaven2013, title = A Comparison of Blue Light and Caffeine Effects on Cognitive Function and Alertness in Humans authors = C Martyn Beaven and Johan Ekstr{\"o}m year = 2013 journal = PLoS ONE month = 10 number = 10 pages = e76707 volume = 8 doi = 10.1371/journal.pone.0076707 }
@article{Goldberg2013, title = Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing System authors = Yoav Goldberg and Michael Elhadad year = 2013 journal = Computational Linguistics month = 03 number = 1 pages = 121--160 volume = 39 doi = 10.1162/COLI_a_00137 }
@article{Endres2013, title = Expanding the breadth and detail of object recognition authors = Ian Endres year = 2013 month = 08 URL = https://www.ideals.illinois.edu/handle/2142/45442 }
@inproceedings{Fader2013, title = Paraphrase-Driven Learning for Open Question Answering authors = Anthony Fader and Luke S Zettlemoyer and Oren Etzioni year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://knowitall.cs.washington.edu/paralex/acl2013-paralex.pdf }
@article{Zeiler2013, title = Visualizing and Understanding Convolutional Networks authors = Matthew D Zeiler and Rob Fergus year = 2013 journal = ArXiv month = 11 URL = https://arxiv.org/abs/1311.2901 }
@article{Hall2013, title = Cognitive constraints on constituent order: Evidence from elicited pantomime authors = Matthew L Hall and Rachel I Mayberry and Victor S Ferreira year = 2013 journal = Cognition month = 10 number = 1 pages = 1--17 volume = 129 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027713000978 }
@article{Ravignani2013, title = Action at a distance: dependency sensitivity in a New World primate authors = Andrea Ravignani and Ruth-Sophie Sonnweber and Nina Stobbe and W Tecumseh Fitch year = 2013 journal = Biology Letters month = 12 number = 6 pages = 20130852--20130852 volume = 9 URL = http://rsbl.royalsocietypublishing.org.proxy2.library.illinois.edu/content/9/6/20130852.full }
@article{Forsyth2013, title = Understanding pictures of rooms authors = David Forsyth year = 2013 journal = Communications of the ACM month = 04 number = 4 pages = 91 volume = 56 URL = http://dl.acm.org/citation.cfm?doid }
@inproceedings{Sun2013, title = Attribute Based Object Identification authors = Yuyin Sun and Liefeng Bo and Dieter Fox year = 2013 booktitle = ICRA }
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@article{Ghahramani2013, title = Probabilistic Modelling and Bayesian Inference authors = Zoubin Ghahramani year = 2013 journal = MLSS month = 08 pages = 1--61 URL = http://mlss.tuebingen.mpg.de/Ghahramani_slides1.pdf }
@inproceedings{Frank2013, title = Exploring the utility of joint morphological and syntactic learning from child-directed speech authors = Stella Frank and Frank Keller and Sharon Goldwater year = 2013 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://homepages.inf.ed.ac.uk/sgwater/papers/emnlp13-MorphSynCDS.pdf }
@article{Sirts2013, title = Minimally-Supervised Morphological Segmentation using Adaptor Grammars authors = Kairit Sirts and Sharon Goldwater year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 volume = 1 URL = http://www.transacl.org/wp-content/uploads/2013/05/paper255.pdf }
@article{Pate2013, title = Unsupervised dependency parsing with acoustic cues authors = John K Pate and Sharon Goldwater year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 URL = http://homepages.inf.ed.ac.uk/s0930006/pate-goldwater_dep-parsing-ac-cues_13.pdf }
@article{Graves2013, title = Generating Sequences With Recurrent Neural Networks authors = Alex Graves year = 2013 journal = ArXiv month = 08 URL = http://arxiv.org/abs/1308.0850 }
@mastersthesis{Gretz2013, title = Syntactic Annotation of the Hebrew CHILDES Corpora authors = Shai Gretz year = 2013 school = Technion month = May URL = http://cs.haifa.ac.il/~shuly/publications/shai-thesis.pdf }
@article{Hochmann2013, title = Word frequency, function words and the second gavagai problem authors = Jean-R{\'e}my Hochmann year = 2013 journal = Cognition month = 07 number = 1 pages = 13--25 volume = 128 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027713000425 }
@article{Bisk2013, title = An HDP Model for Inducing Combinatory Categorial Grammars authors = Yonatan Bisk and Julia Hockenmaier year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 pages = 75--88 URL = http://www.transacl.org/wp-content/uploads/2013/03/paper75.pdf }
@article{Hodosh2013, title = Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics authors = Micah Hodosh and Peter Young and Julia Hockenmaier year = 2013 journal = JAIR month = 01 pages = 853--899 volume = 47 URL = http://www.jair.org/papers/paper3994.html }
@inproceedings{Eshghi2013, title = Probabilistic induction for an incremental semantic grammar authors = Arash Eshghi and Matthew Purver and Julian Hough year = 2013 booktitle = Proceedings of the 10th International Conference on Computational Semantics (IWCS) month = 03 URL = http://www.eecs.qmul.ac.uk/~mpurver/papers/eshghi-et-al13iwcs.pdf }
@inproceedings{Zhao2013, title = Optimal Incremental Parsing via Best-First Dynamic Programming authors = Kai Zhao and James Cross and Liang Huang year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 758--768 URL = http://www.aclweb.org/anthology/D13-1071 }
@inproceedings{Goldberg2013, title = Efficient Implementation of Beam-Search Incremental Parsers authors = Yoav Goldberg and Kai Zhao and Liang Huang year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = 08 pages = 628--633 URL = http://www.aclweb.org/anthology/P13-2111 }
@inproceedings{Chang2013, title = A Video Representation Using Temporal Superpixels authors = Jason Chang and Donglai Wei and John W. Fisher III year = 2013 booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) month = June }
@article{Fine2013, title = Evidence for Implicit Learning in Syntactic Comprehension authors = Alex B Fine and T Florian Jaeger year = 2013 journal = Cognitive Science month = 01 number = 3 pages = 578--591 volume = 37 doi = 10.1111/cogs.12022 }
@article{Samdani2013, title = Algorithms for Structural Learning with Decompositions authors = Rajhans Samdani and Dan Roth and David Forsyth and Mark Hasegawa-Johnson and Thorsten Joachims year = 2013 journal = Algorithms for Structural Learning with Decompositions month = 01 URL = https://www.ideals.illinois.edu/bitstream/handle/2142/46596/Rajhans_Samdani.pdf?sequence }
@inproceedings{Johansson2013, title = Training Parsers on Incompatible Treebanks authors = Richard Johansson year = 2013 booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 127--137 URL = http://www.aclweb.org/anthology/N13-1013 }
@article{Luong2013, title = Parsing entire discourses as very long strings: Capturing topic continuity in grounded language learning authors = Minh-Thang Luong and Michael C Frank and Mark Johnson year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 pages = 315--326 URL = http://aclweb.org/anthology-new/Q/Q13/Q13-1026.pdf }
@inproceedings{Honnibal2013, title = A Non-Monotonic Arc-Eager Transition System for Dependency Parsing authors = Matthew Honnibal and Yoav Goldberg and Mark Johnson year = 2013 booktitle = Conference on Computational Natural Language Learning month = 01 URL = http://www.cs.bgu.ac.il/~yoavg/publications/conll2013repairs.pdf }
@inproceedings{Cohen2013, title = The effect of non-tightness on Bayesian estimation of PCFGs authors = Shay B Cohen and Mark Johnson year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://www.cs.columbia.edu/~scohen/acl13tightness.pdf }
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@inproceedings{Spitkovsky2013, title = Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction authors = Valentin I Spitkovsky and Hiyan Alshawi and Daniel Jurafsky year = 2013 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://www.stanford.edu/~vals/pubs/ee.pdf }
@article{Sangati2013, title = Incremental Tree Substitution Grammar for Parsing and Sentence Prediction authors = Federico Sangati and Frank Keller year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 pages = 111--124 volume = 1 URL = http://www.transacl.org/wp-content/uploads/2013/05/paper111.pdf }
@article{Liang2013, title = Learning Dependency-Based Compositional Semantics authors = Percy Liang and Michael I Jordan and Dan Klein year = 2013 journal = Computational Linguistics month = 06 pages = 1--94 doi = 10.1162/COLI_a_00127 }
@article{Demberg2013, title = Incremental, Predictive Parsing with Psycholinguistically Motivated Tree-Adjoining Grammar authors = Vera Demberg and Frank Keller and Alexander Koller year = 2013 journal = Computational Linguistics month = 03 pages = 1--72 doi = 10.1162/COLI_a_00160 }
@article{Kordjamshidi2013, title = Structured Machine Learning for Mapping Natural Language to Spatial Ontologies authors = Parisa Kordjamshidi year = 2013 month = 06 pages = 1--265 }
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@article{Kuhlmann2013, title = Mildly Non-Projective Dependency Grammar authors = Marco Kuhlmann year = 2013 journal = Computational Linguistics month = 06 volume = 39 doi = 10.1162/COLI_a_00125 }
@article{Lau2013, title = Dissociating N400 Effects of Prediction from Association in Single-word Contexts authors = Ellen F Lau and Phillip J Holcomb and Gina R Kuperberg year = 2013 journal = dx.doi.org month = 01 number = 3 pages = 484--502 volume = 25 doi = 10.1162/jocn_a_00328 }
@article{Lany2013, title = Judging Words by Their Covers and the Company They Keep: Probabilistic Cues Support Word Learning authors = Jill Lany year = 2013 journal = Child Development month = 12 pages = n/a--n/a doi = 10.1111/cdev.12199/full }
@inproceedings{Konstas2013, title = Inducing Document Plans for Concept-to-Text Generation authors = Ioannis Konstas and Mirella Lapata year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 1503--1514 URL = http://www.aclweb.org/anthology/D13-1157 }
@inproceedings{McDonald2013, title = Universal Dependency Annotation for Multilingual Parsing authors = Ryan McDonald and Joakim Nivre and Yvonne Quirmbach-Brundage and Yoav Goldberg and Dipanjan Das and Kuzman Ganchev and Keith Hall and Slav Petrov and Hao Zhang and Oscar Tackstr{\"o}ma and Caludia Bedini and N{\'u}ria Bertomeu Castell{\'o} and Jungmee Lee year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://www.ryanmcd.com/papers/treebanksACL2013.pdf }
@article{Gibson2013, title = Surprisal, the PDC, and the primary locus of processing difficulty in relative clauses authors = Edward Gibson and Roger Levy year = 2013 journal = Frontiers in Psychology month = 01 volume = 4 doi = 10.3389/fpsyg.2013.00229/full }
@article{Smith2013, title = The effect of word predictability on reading time is logarithmic authors = Nathaniel J Smith and Roger Levy year = 2013 journal = Cognition month = 09 number = 3 pages = 302--319 volume = 128 URL = http://linkinghub.elsevier.com/retrieve/pii/S0010027713000413 }
@article{Liang2013, title = Lambda Dependency-Based Compositional Semantics authors = Percy Liang year = 2013 journal = ArXiv month = 09 URL = http://arxiv.org/abs/1309.4408 }
@inproceedings{Liu2013, title = Bilingually-Guided Monolingual Dependency Grammar Induction authors = Kai Liu and Yajuan L u and Wenbin Jiang and Qun Liu year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 1063--1072 URL = http://www.aclweb.org/anthology/P13-1105 }
@inproceedings{Kulick2013, title = Active Learning for Teaching a Robot Grounded Relational Symbols authors = Johannes Kulick and Marc Toussaint and Tobias Lang and Manuel Lopes year = 2013 booktitle = Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence pages = 1451--1457 URL = http://dl.acm.org/citation.cfm?id }
@article{MacDonald2013, title = How language production shapes language form and comprehension authors = Maryellen C MacDonald year = 2013 journal = Frontiers in Psychology month = 01 volume = 4 doi = 10.3389/fpsyg.2013.00226/abstract }
@article{Socher2013, title = Deep Learning for NLP (without Magic) authors = Richard Socher and Christopher D Manning year = 2013 journal = North American chapter of the Association for Computational Linguistics conference month = 01 URL = http://www-nlp.stanford.edu/courses/NAACL2013/NAACL2013-Socher-Manning-DeepLearning.pdf }
@inproceedings{Angeli2013, title = Philosophers are Mortal: Inferring the Truth of Unseen Facts authors = Gabor Angeli and Christopher D Manning year = 2013 booktitle = Proceedings of the Seventeenth Conference on Computational Natural Language Learning month = 08 pages = 133--142 URL = http://www.aclweb.org/anthology/W13-3515 }
@article{Lovell2013, title = ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process Mixtures authors = Dan Lovell and Jonathan Malmaud and Ryan P Adams and Vikash K Mansinghka year = 2013 journal = arXiv month = 04 URL = http://arxiv.org/abs/1304.2302 }
@article{Pitler2013, title = Finding Optimal 1-Endpoint-Crossing Trees authors = Emily Pitler and Sampath Kannan and Mitchell P Marcus year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 pages = 13--24 volume = 1 URL = http://aclweb.org/anthology/Q/Q13/Q13-1002.pdf }
@inproceedings{Riedel2013, title = Relation Extraction with Matrix Factorization and Universal Schemas authors = Sebastian Riedel and Limin Yao and Andrew McCallum and Benjamin M Marlin year = 2013 booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 74--84 URL = http://www.aclweb.org/anthology/N13-1008 }
@inproceedings{Petrovi{\'c}2013, title = Unsupervised joke generation from big data authors = Sa{\v s}a Petrovi{\'c} and David Matthews year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://homepages.inf.ed.ac.uk/s0894589/petrovic13unsupervised.pdf }
@inproceedings{Kim2013, title = A Variational Approximation for Topic Modeling of Hierarchical Corpora authors = Do-kyum Kim and Geoffrey Voelker and Lawrence K Saul and Sanjoy Dasgupta and David McAllester year = 2013 booktitle = Proceedings of the 30th International Conference on Machine Learning (ICML-13) month = 05 number = 2 pages = 55--63 volume = 28 URL = http://jmlr.csail.mit.edu/proceedings/papers/v28/kim13.pdf }
@inproceedings{Uematsu2013, title = Integrating Multiple Dependency Corpora for Inducing Wide-coverage Japanese CCG Resources authors = Sumire Uematsu and Takuya Matsuzaki and Hiroki Hanaoka and Yusuke Miyao and Hideki Mima year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 1042--1051 URL = http://www.aclweb.org/anthology/P13-1103 }
@inproceedings{Becerra-Bonache2013, title = The Role of Universal Constraints in Language Acquisition authors = Leonor Becerra-Bonache and Veronica Dahl and J Emilio Miralles year = 2013 booktitle = International Workshop on Constraint Solving and Language Processing month = 01 number = Chapter 1 pages = 1--13 volume = 8114 doi = 10.1007/978-3-642-41578-4_1 }
@inproceedings{Krishnamurthy2013, title = Vector Space Semantic Parsing: A Framework for Compositional Vector Space Models authors = Jayant Krishnamurthy and Tom Mitchell year = 2013 booktitle = Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality month = 08 pages = 1--10 URL = http://www.aclweb.org/anthology/W13-3201.pdf }
@article{M{\"u}ller2013, title = Bayesian Nonparametric Inference --Why and How authors = Peter M{\"u}ller and Riten Mitra year = 2013 journal = Bayesian Analysis month = 06 number = 2 pages = 269--302 volume = 8 URL = http://projecteuclid.org/euclid.ba/1369407550 }
@inproceedings{Blanco2013, title = A Semantically Enhanced Approach to Determine Textual Similarity authors = Eduardo Blanco and Dan Moldovan year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 1235--1245 URL = http://aclweb.org/anthology/D/D13/D13-1123.pdf }
@inproceedings{Dell'Orletta2013, title = Unsupervised Linguistically-Driven Reliable Dependency Parses Detection and Self-Training for Adaptation to the Biomedical Domain authors = Felice Dell'Orletta and Giulia Venturi and Simonetta Montemagni year = 2013 booktitle = Proceedings of the 2013 Workshop on Biomedical Natural Language Processing month = 08 pages = 45--53 URL = http://www.aclweb.org/anthology/W13-1906 }
@inproceedings{Kim2013, title = Adapting Discriminative Reranking to Grounded Language Learning authors = Joohyun Kim and Raymond Mooney year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 218--227 URL = http://www.aclweb.org/anthology/P13-1022 }
@inproceedings{Beltagy2013, title = Montague Meets Markov: Deep Semantics with Probabilistic Logical Form authors = Islam Beltagy and Cuong Chau and Gemma Boleda and Dan Garrette and Katrin Erk and Raymond Mooney year = 2013 booktitle = Second Joint Conference on Lexical and Computational Semantics (*SEM), Volume 1: Proceedings of the Main Conference and the Shared Task: Semantic Textual Similarity month = 06 pages = 11--21 URL = http://www.aclweb.org/anthology/S13-1002.pdf }
@article{Llu{\'\\i}s2013, title = Joint Arc-factored Parsing of Syntactic and Semantic Dependencies authors = Xavier Llu{\'\\i}s and Xavier Carreras and Llu{\'\\i}s M{\`a}rquez year = 2013 journal = Transactions of the Association for Computational Linguistics month = 05 pages = 219--230 URL = http://www.transacl.org/wp-content/uploads/2013/06/paper219.pdf }
@inproceedings{Socher2013, title = Parsing with Compositional Vector Grammars authors = Richard Socher and John Bauer and Christopher D Manning and Andrew Y Ng year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://www.socher.org/uploads/Main/SocherBauerManningNg_ACL2013.pdf }
@article{Socher2013, title = Grounded Compositional Semantics for Finding and Describing Images with Sentences authors = Richard Socher and Andrej Karpathy and Quoc V. Le and Christopher D Manning and Andrew Y Ng year = 2013 journal = Transactions of the Association for Computational Linguistics pages = 207--218 volume = 2 URL = http://www.transacl.org/wp-content/uploads/2014/04/52.pdf }
@article{T{\"a}ckstr{\"o}m2013, title = Weakly Supervised Part-of-Speech Tagging with Coupled Token and Type Constraints authors = Oscar T{\"a}ckstr{\"o}m and Dipanjan Das and Slav Petrov and Ryan McDonald and Joakim Nivre year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 number = 1 volume = 1 URL = http://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/44 }
@inproceedings{Yih2013, title = Question Answering Using Enhanced Lexical Semantic Models authors = Wen-tau Yih and Ming-Wei Chang and Christopher Meek and Andrzej Pastusiak year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 1744--1753 URL = http://www.aclweb.org/anthology/P13-1171 }
@article{Pate2013, title = Predictability effects in language acquisition authors = John K Pate year = 2013 month = 01 URL = http://web.science.mq.edu.au/~jpate/jkpate_dissertation.pdf }
@article{Fine2013, title = Rapid Expectation Adaptation during Syntactic Comprehension authors = Alex B Fine and T Florian Jaeger and Thomas A Farmer and Ting Qian and Kevin Paterson year = 2013 journal = PLoS ONE month = 10 number = 10 pages = e77661 volume = 8 doi = 10.1371/journal.pone.0077661 }
@article{Regneri2013, title = Grounding Action Descriptions in Videos authors = Mechaela Regneri and Marcus Rohrbach and Dominikus Wetzel and Stefan Thater and Bernt Schiele and Manfred Pinkal year = 2013 journal = Transactions of the Association for Computational Linguistics number = 25 -- 36 volume = 1 }
@inproceedings{Volpato2013, title = Accurate prediction of protein enzymatic class by N-to-1 Neural Networks authors = Viola Volpato and Alessandro Adelfio and Gianluca Pollastri year = 2013 booktitle = Computational Intelligence in Bioinformatics and Biostatistics: new trends from the CIBB conference series volume = 14 }
@inproceedings{Poon2013, title = Grounded Unsupervised Semantic Parsing authors = Hoifung Poon year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 933--943 URL = http://www.aclweb.org/anthology/P13-1092.pdf }
@inproceedings{Socher2013, title = Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank authors = Richard Socher and Alex Perelygin and Jean Wu and Jason Chuang and Christopher D Manning and Andrew Y Ng and Christopher Potts year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 1631--1642 URL = http://www.aclweb.org/anthology/D13-1170.pdf }
@inproceedings{Bailly2013, title = Unsupervised Spectral Learning of WCFG as Low-rank Matrix Completion authors = Rapha{\"e}l Bailly and Xavier Carreras and Franco M Luque and Adriadna Quattoni year = 2013 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://www.lsi.upc.edu/~carreras/pubs/2013-emnlp-bclq.pdf }
@inproceedings{Chiticariu2013, title = Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems! authors = Laura Chiticariu and Yunyao Li and Frederick R Reiss year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 827--832 URL = http://www.aclweb.org/anthology/D13-1079 }
@inproceedings{Mnih2013, title = Playing Atari with Deep Reinforcement Learning authors = Volodymyr Mnih and Koray Kavukcuoglu and David Silver and Alex Graves and Ioannis Antonoglou and Daan Wierstra and Martin Riedmiller year = 2013 booktitle = NIPS Deep Learning Workshop month = 12 URL = http://arxiv.org/abs/1312.5602 }
@article{Chelba2013, title = One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling authors = Ciprian Chelba and Tomas Mikolov and Mike Schuster and Qi Ge and Thorsten Brants and Phillipp Koehn and Tony Robinson year = 2013 journal = ArXiv month = 12 URL = http://arxiv.org/abs/1312.3005 }
@article{Saunders2013, title = Crowdsourcing a Normative Natural Language Dataset: A Comparison of Amazon Mechanical Turk and In-Lab Data Collection authors = Daniel R Saunders year = 2013 journal = Journal of Medical Internet Research month = 01 number = 5 pages = e100 volume = 15 URL = http://www.jmir.org/2013/5/e100/ }
@article{Gibson2013, title = A Noisy-Channel Account of Crosslinguistic Word-Order Variation authors = Edward Gibson and Steven T Piantadosi and Kimberly Brink and Leon Bergen and Eunice Lim and Rebecca Saxe year = 2013 journal = Psychological Science month = 07 number = 7 pages = 1079--1088 volume = 24 URL = http://pss.sagepub.com.proxy2.library.illinois.edu/content/24/7/1079.full }
@misc{Schmidt2013, title = Minimizing Finite Sums with the Stochastic Average Gradient Algorithm authors = Mark Schmidt year = 2013 URL = http://www.di.ens.fr/~mschmidt/Documents/2014_IPAM_SAG.pdf }
@inproceedings{Yu2013, title = Grounded Language Learning from Video Described with Sentences authors = Haonan Yu and Jeffrey Mark Siskind year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 53--63 URL = http://www.aclweb.org/anthology/P13-1006 }
@article{Silvey2013, title = Communication Leads to the Emergence of Sub-optimal Category Structures authors = Catriona Silvey and Simon Kirby and Kenny Smith year = 2013 journal = Cognitive Science month = 01 URL = http://www.lel.ed.ac.uk/~s1024062/silvey_cogsci.pdf }
@inproceedings{Owoputi2013, title = Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters authors = Olutobi Owoputi and Brendan O'Conor and Chris Dyer and Kevin Gimpel and Nathan Schneider and Noah A Smith year = 2013 booktitle = North American chapter of the Association for Computational Linguistics conference month = 01 URL = http://www.ark.cs.cmu.edu/TweetNLP/owoputi+etal.naacl13.pdf }
@article{Huang2013, title = The use of referential context in children's online interpretation of adjectives authors = Yi Ting Huang and Jesse Snedeker year = 2013 journal = Developmental Psychology number = 6 pages = 1090 -- 1102 volume = 49 URL = http://www.wjh.harvard.edu/~lds/pdfs/Huang%20&%20Snedeker%20ref%20adj.pdf }
@inproceedings{Elming2013, title = Down-stream effects of tree-to-dependency conversions authors = Jakob Elming and Anders Johannsen and Sigrid Klerke and Emanuele Lapponi and Hector Martinez and Anders Sogaard year = 2013 booktitle = Proceedings of NAACL-HLT 2013 month = 01 pages = 617--626 URL = http://www.aclweb.org/anthology/N/N13/N13-1070.pdf }
@article{Darling2013, title = Probabilistic Topic and Syntax Modeling with Part-of-Speech LDA authors = William M Darling and Fei Song year = 2013 journal = arXiv month = 03 URL = http://arxiv.org/abs/1303.2826 }
@phdthesis{Spitkovsky2013, title = Grammar Induction and Parsing with Dependency-And-Boundary Models authors = Valentin I Spitkovsky year = 2013 school = Stanford University month = 12 URL = http://purl.stanford.edu/cp853mp1192 }
@inproceedings{Coppola2013, title = The Effect of Higher-Order Dependency Features in Discriminative Phrase-Structure Parsing authors = Gregory F Coppola and Mark Steedman year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://www.gfcoppola.net/data/acl13-5.pdf }
@article{Lewis2013, title = Combined Distributional and Logical Semantics authors = Mike Lewis and Mark Steedman year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 pages = 179--192 volume = 1 URL = http://www.transacl.org/wp-content/uploads/2013/05/paper179.pdf }
@inproceedings{Ambati2013, title = Using CCG categories to improve Hindi dependency parsing authors = Bharat Ram Ambati and Tejaswini Deoskar and Mark Steedman year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = 08 pages = 604--609 URL = http://www.aclweb.org/anthology/P13-2107.pdf }
@article{Stolar2013, title = The Use of Geese Theatre Methods in Developing Adolescent Identity: How Role-Play and Mask Can Help Young People Discover Their Sense of Self in a Media-Driven World authors = Avital Stolar year = 2013 journal = The Use of Geese Theatre Methods in Developing Adolescent Identity: How Role-Play and Mask Can Help Young People Discover Their Sense of Self in a Media-Driven World month = 07 pages = 1--71 URL = https://mail-attachment.googleusercontent.com/attachment/u/0/?ui }
@inproceedings{Marecek2013, title = Stop-probability estimates computed on a large corpus improve Unsupervised Dependency Parsing authors = David Marecek and Milan Straka year = 2013 booktitle = Association for Computational Linguistics month = 01 URL = http://ufal.mff.cuni.cz/~marecek/papers/2013_acl_udp.pdf }
@article{Erk2013, title = Tasks in automatic semantic analysis: Introduction to the special issue authors = Katrin Erk and Carlo Strapparava year = 2013 journal = Language Resources and Evaluation month = 08 pages = 1--4 doi = 10.1007/s10579-013-9248-x }
@inproceedings{Kollar2013, title = Toward Interactive Grounded Language Acquisition authors = Thomas Kollar and Jayant Krishnamurthy and Grant Strimel year = 2013 booktitle = Robotics: Science and Systems month = 01 URL = http://www.jayantkrish.com/papers/rss2013-kollar-krishnamurthy-strimel.pdf }
@article{Kim2013, title = Syntactic Priming without Lexical Overlap in Reading Comprehension authors = C S Kim and K M Carbary and M K Tanenhaus year = 2013 journal = Language and Speech month = 07 doi = 10.1177/0023830913496052 }
@article{Zhang2013, title = Risk Bounds of Learning Processes for L{\'e}vy Processes authors = Chao Zhang and Dacheng Tao year = 2013 journal = The Journal of Machine Learning Research month = 02 pages = 351--376 volume = 14 URL = http://jmlr.csail.mit.edu/papers/v14/zhang13a.html }
@article{Teh2013, title = Bayesian Nonparametrics authors = Yee-Whye Teh year = 2013 journal = MLSS month = 09 pages = 1--249 URL = http://mlss.tuebingen.mpg.de/slides_teh.pdf }
@article{Telgarsky2013, title = Dirichlet draws are sparse with high probability authors = Matus Telgarsky year = 2013 journal = ArXiv month = 01 URL = http://arxiv.org/abs/1301.4917 }
@article{Gage2013, title = Neural Stem Cells: Generating and Regenerating the Brain authors = Fred H Gage and Sally Temple year = 2013 journal = Neuron month = 10 number = 3 pages = 588--601 volume = 80 URL = http://www.cell.com.proxy2.library.illinois.edu/neuron/fulltext/S0896-6273(13)00989-6 }
@article{Battaglia2013, title = Simulation as an engine of physical scene understanding authors = Peter W. Battaglia and Jessica B. Hamrick and Joshua B. Tenenbaum year = 2013 journal = PNAS number = 45 volume = 110 }
@article{Lapedriza2013, title = Are all training examples equally valuable? authors = Agata Lapedriza and Hamed Pirsiavash and Zoya Bylinskii and Antonio Torralba year = 2013 journal = arXiv month = 11 URL = http://arxiv.org/abs/1311.6510v1 }
@inproceedings{Tsarfaty2013, title = A Unified Morpho-Syntactic Scheme of Stanford Dependencies authors = Reut Tsarfaty year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = 08 pages = 578--584 URL = http://www.aclweb.org/anthology/P13-2103 }
@article{Tse2013, title = Chinese CCGBank: Deep Derivations and Dependencies for Chinese CCG Parsing authors = Daniel Tse year = 2013 journal = Chinese CCGBank: Deep Derivations and Dependencies for Chinese CCG Parsing month = 01 URL = http://ses.library.usyd.edu.au/handle/2123/9439 }
@article{Turney2013, title = Distributional Semantics Beyond Words: Supervised Learning of Analogy and Paraphrase authors = Peter D Turney year = 2013 journal = Transactions of the Association for Computational Linguistics month = 10 pages = 353--366 URL = https://aclweb.org/anthology/Q/Q13/Q13-1029.pdf }
@inproceedings{Cohen2013, title = Experiments with Spectral Learning of Latent-Variable PCFGs authors = Shay B Cohen and Karl Stratos and Michael Collins and Dean P Foster and Lyle Ungar year = 2013 booktitle = North American chapter of the Association for Computational Linguistics conference month = 01 URL = http://www.cs.columbia.edu/~scohen/naacl13spectral.pdf }
@article{Weston2013, title = Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction authors = Jason Weston and Antoine Bordes and Oksana Yakhnenko and Nicolas Usunier year = 2013 journal = arXiv month = 07 URL = http://arxiv.org/abs/1307.7973 }
@inproceedings{Kollar2013, title = Learning environmental knowledge from task-based human-robot dialog authors = Thomas Kollar and Vittorio Perera and Daniele Nardi and Manuela Veloso year = 2013 booktitle = 2013 IEEE International Conference on Robotics and Automation (ICRA) pages = 4304--4309 URL = http://ieeexplore.ieee.org/document/6631186/ }
@article{Ingalhalikar2013, title = Sex differences in the structural connectome of the human brain authors = Madhura Ingalhalikar and Alex Smith and Drew Parker and Theodore D Satterthwaite and Mark A Elliott and Kosha Ruparel and Hakon Hakonarson and Raquel E Gur and Ruben C Gur and Ragini Verma year = 2013 journal = Proceedings of the National Academy of Sciences month = 01 URL = http://www.pnas.org/content/early/2013/11/27/1316909110 }
@inproceedings{Ferguson2013, title = Communication and Categorization: New Insights into the Relation Between Speech, Labels and Concepts for Infants authors = Brock Ferguson and Sandra R Waxman year = 2013 booktitle = CogSci URL = http://groups.psych.northwestern.edu/waxman/documents/FergusonWaxman2013CogSci.pdf }
@article{Ferry2013, title = Nonhuman primate vocalizations support categorization in very young human infants authors = Alissa L Ferry and Susan J Hespos and Sandra R Waxman year = 2013 journal = Proceedings of the National Academy of Sciences month = 09 number = 38 pages = 15231--15235 volume = 110 URL = http://www.pnas.org/content/110/38/15231.full }
@inproceedings{Nakashole2013, title = Fine-grained Semantic Typing of Emerging Entities authors = Ndapadula Nakashole and Tomasz Tylenda and Gerhard Weikum year = 2013 booktitle = Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 1488--1497 URL = http://www.aclweb.org/anthology/P13-1146.pdf }
@article{Kingma2013, title = Auto-Encoding Variational Bayes authors = Diederik P Kingma and Max Welling year = 2013 journal = ArXiv month = 12 URL = https://arxiv.org/abs/1312.6114 }
@phdthesis{Weninger2013, title = Discovering roles and types from hierarchical information networks authors = Timothy Weninger year = 2013 school = University of Illinois at Urbana-Champaign month = 08 URL = https://www.ideals.illinois.edu/handle/2142/45402 }
@article{Gretz2013, title = Parsing Hebrew CHILDES transcripts authors = Shai Gretz and Alon Itai and Brian MacWhinney and Bracha Nir and Shuly Wintner year = 2013 journal = Language Resources and Evaluation month = 11 pages = 1--39 doi = 10.1007/s10579-013-9256-x/fulltext.html }
@article{Albert2013, title = The Hebrew CHILDES corpus: transcription and morphological analysis authors = Aviad Albert and Brian MacWhinney and Bracha Nir and Shuly Wintner year = 2013 journal = Language Resources and Evaluation month = 02 number = 4 pages = 973--1005 volume = 47 doi = 10.1007/s10579-012-9214-z/fulltext.html }
@inproceedings{Elsner2013, title = A Joint Learning Model of Word Segmentation, Lexical Acquisition, and Phonetic Variability authors = Micha Elsner and Sharon Goldwater and Naomi H Feldman and Frank Wood year = 2013 booktitle = Empirical Methods in Natural Language Processing month = 01 URL = http://homepages.inf.ed.ac.uk/sgwater/papers/emnlp13-SegLexPhon.pdf }
@article{Wright2013, title = Optimization (and Learning) authors = Stephen J Wright year = 2013 journal = MLSS month = 08 pages = 1--232 URL = http://mlss.tuebingen.mpg.de/wright_slides.pdf }
@inproceedings{Williamson2013, title = Parallel Markov Chain Monte Carlo for Nonparametric Mixture Models authors = Sinead A Williamson and Avinava Dubey and Eric P Xing year = 2013 booktitle = Proceedings of the 30th International Conference on Machine Learning month = 01 URL = http://jmlr.csail.mit.edu/proceedings/papers/v28/williamson13.pdf }
@article{Baroni2013, title = Frege in Space: A Program for Compositional DistributionalSemantics authors = Marco Baroni and Raffaella Bernardi and Roberto Zamparelli year = 2013 journal = Linguistic Issues in Language Technologies LiLT month = 07 pages = 1--107 URL = http://clic.cimec.unitn.it/composes/materials/frege-in-space.pdf }
@book{Dagan2013, title = Recognizing Textual Entailment: Models and Applications authors = Ido Dagan and Dan Roth and M Sammons and Fabio Massimo Zanzotto year = 2013 doi = 10.2200/S00509ED1V01Y201305HLT023 }
@article{Artzi2013, title = Semantic Parsing with Combinatory Categorial Grammars authors = Yoav Artzi and Nicholas FitzGerald and Luke S Zettlemoyer year = 2013 journal = Association for Computational Linguistics month = 01 URL = http://yoavartzi.com/pub/afz-tutorial.acl.2013.pdf }
@inproceedings{Kwiatkowski2013, title = Scaling Semantic Parsers with On-the-Fly Ontology Matching authors = Tom Kwiatkowski and Eunsol Choi and Yoav Artzi and Luke S Zettlemoyer year = 2013 booktitle = Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing month = 10 pages = 1545--1556 URL = http://www.aclweb.org/anthology/D13-1161 }
@article{Artzi2013, title = Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions authors = Yoav Artzi and Luke S Zettlemoyer year = 2013 journal = Transactions of the Association for Computational Linguistics month = 01 pages = 49--62 URL = http://www.transacl.org/wp-content/uploads/2013/03/paper49.pdf }
@article{Shalev-Shwartz2013, title = Stochastic Dual Coordinate Ascent Methods for Regularized Loss Minimization authors = Shai Shalev-Shwartz and Tong Zhang year = 2013 journal = The Journal of Machine Learning Research month = 02 pages = 567--599 volume = 14 URL = http://jmlr.csail.mit.edu/papers/v14/shalev-shwartz13a.html }
@article{Ziebart2013, title = Beyond Conditionals: Structured Prediction for Interacting Processes authors = Brian Ziebart year = 2013 journal = AIIS month = 02 pages = 1--50 }
@inproceedings{Mikolov2013, title = Linguistic Regularities in Continuous Space Word Representations authors = Tomas Mikolov and Wen-tau Yih and Geoffrey Zweig year = 2013 booktitle = Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 746--751 URL = http://www.aclweb.org/anthology/N13-1090 }
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@inproceedings{Ivanova2013, title = Survey on parsing three dependency representations for English authors = Angelina Ivanova and Stephan Oepen and Lilja {\O}vrelid year = 2013 booktitle = 51st Annual Meeting of the Association for Computational Linguistics Proceedings of the Student Research Workshop month = 08 pages = 31--37 URL = http://www.aclweb.org/anthology/P13-3005 }
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@inproceedings{Seo2014, title = Diagram Understanding in Geometry Questions authors = Minjoon Seo and Hannaneh Hajishirzi and Ali Farhadi and Oren Etzioni year = 2014 booktitle = Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence month = 01 pages = 2831--2838 URL = http://seominjoon.github.io/assets/papers/geosolver/diagram.pdf }
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@inproceedings{Chen2014, title = A Fast and Accurate Dependency Parser using Neural Networks authors = Danqi Chen and Christopher D Manning year = 2014 booktitle = Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) month = 10 pages = 740--750 URL = http://www.aclweb.org/anthology/D14-1082 }
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@phdthesis{Roesner2014, title = Security and Privacy from Untrusted Applications in Modern and Emerging Client Platforms authors = Franzi Roesner year = 2014 school = University of Washington, Seattle month = 06 URL = http://www.franziroesner.com/pdf/roesner-dissertation.pdf }
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@article{Tellex2014, title = Learning Perceptually Grounded Word Meanings from Unaligned Parallel Data authors = Stefanie Tellex and Pratiksha Thaker and Joshua Joseph and Nicholas Roy year = 2014 journal = Machine learning month = 01 number = 2 pages = 151--167 volume = 94 }
@article{Srivastava2014, title = Dropout: A Simple Way to Prevent Neural Networks from Overfitting authors = Nitish Srivastava and Geoffrey Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov year = 2014 journal = The Journal of Machine Learning Research month = 01 pages = 1929--1958 volume = 15 URL = http://jmlr.org/papers/v15/srivastava14a.html }
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@article{Xu2015, title = Show, Attend and Tell: Neural Image Caption Generation with Visual Attention authors = Kelvin Xu and Jimmy Ba and Ryan Kiros and Kyunghyun Cho and Aaron Courville and Ruslan Salakhutdinov and Richard Zemel and Yoshua Bengio year = 2015 journal = ArXiv month = 02 URL = http://arxiv.org/abs/1502.03044 }
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@article{Manning2015, title = Computational Linguistics and Deep Learning authors = Christopher D Manning year = 2015 journal = Computational Linguistics month = 09 doi = 10.1162/COLI_a_00239 }
@article{Port2015, title = Persistent Topology of Syntax authors = Alexander Port and Iulia Gheorghita and Daniel Guth and John M Clark and Crystal Liang and Shival Dasu and Matilde Marcolli year = 2015 journal = ArXiv month = 07 URL = http://arxiv.org/abs/1507.05134 }
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@article{Belanger2015, title = Structured Prediction Energy Networks authors = David Belanger and Andrew McCallum year = 2015 journal = ArXiv month = 11 URL = http://arxiv.org/abs/1511.06350 }
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@article{Krishnamurthy2015, title = Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary authors = Jayant Krishnamurthy and Tom M Mitchell year = 2015 journal = Transactions of the Association for Computational Linguistics month = 01 number = 0 pages = 257--270 volume = 3 URL = https://tacl2013.cs.columbia.edu/ojs/index.php/tacl/article/view/548 }
@article{Bernard2015, title = Beat and metaphoric gestures are differentially associated with regional cerebellar and cortical volumes authors = Jessica A. Bernard and Zachary B. Millman and Vijay A. Mittal year = 2015 journal = Human Brain Mapping number = 10 pages = 4016-4030 volume = 36 doi = 10.1002/hbm.22894 URL = https://onlinelibrary.wiley.com/doi/abs/10.1002/hbm.22894 }
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@article{Beltagy2015, title = Representing Meaning with a Combination of Logical Form and Vectors authors = I Beltagy and Stephen Roller and Pengxiang Cheng and Katrin Erk and Raymond J Mooney year = 2015 journal = ArXiv month = 05 URL = http://arxiv.org/abs/1505.06816 }
@inproceedings{Malmaud2015, title = What's Cookin'? Interpreting Cooking Videos using Text, Speech and Vision authors = Jonathan Malmaud and Jonathan Huang and Vivek Rathod and Nicholas Johnston and Andrew Rabinovich and Kevin Murphy year = 2015 booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 01 pages = 143--152 URL = http://www.aclweb.org/anthology/N15-1015 }
@book{M{\"u}ller2015, title = Grammatical Theory: From Transformational Grammar to Constraint-Based Approaches authors = Stefan M{\"u}ller year = 2015 month = 01 number = 1 URL = http://hpsg.fu-berlin.de/~stefan/Pub/grammatical-theory.html }
@inproceedings{Heilbron2015, title = ActivityNet: A large-scale video benchmark for human activity understanding authors = Fabian Caba Heilbron and Victor Escorcia and Bernard Ghanem and Juan Carlos Niebles year = 2015 booktitle = 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pages = 961--970 URL = http://ieeexplore.ieee.org/document/7298698/ }
@inbook{Nivre2015, title = Towards a Universal Grammar for Natural Language Processing authors = Joakim Nivre year = 2015 booktitle = Computational Linguistics and Intelligent Text Processing month = 01 number = Chapter 1 pages = 3--16 volume = 9041 doi = 10.1007/978-3-319-18111-0_1 }
@inproceedings{Beetz2015, title = Planning Everyday Manipulation Tasks--Prediction-based Transformation of Structured Activity Descriptions authors = Michael Beetz and Hagen Langer and Daniel Nyga year = 2015 booktitle = Exploring Cybernetics pages = 63--83 }
@inproceedings{Tran2015, title = Learning Spatiotemporal Features with 3D Convolutional Networks authors = Du Tran and Lubomir Bourdev and Rob Fergus and Lorenzo Torresani and Manohar Paluri year = 2015 booktitle = Proceedings of the 2015 IEEE International Conference on Computer Vision (ICCV) pages = 4489–4497 doi = 10.1109/ICCV.2015.510 URL = https://doi.org/10.1109/ICCV.2015.510 }
@article{Antol2015, title = VQA: Visual Question Answering authors = Stanislaw Antol and Aishwarya Agrawal and Jiasen Lu and Margaret Mitchell and Dhruv Batra and C Lawrence Zitnick and Devi Parikh year = 2015 journal = ArXiv month = 05 URL = http://arxiv.org/abs/1505.00468 }
@article{Lin2015, title = {Don't Just Listen, Use Your Imagination: Leveraging Visual Common Sense for Non-Visual Tasks} authors = Xiao Lin and Devi Parikh year = 2015 month = 02 URL = https://arxiv.org/abs/1502.06108 }
@article{G{\"u}rb{\"u}zbalaban2015, title = Why Random Reshuffling Beats Stochastic Gradient Descent authors = Mert G{\"u}rb{\"u}zbalaban and Asu Ozdaglar and Pablo Parrilo year = 2015 journal = ArXiv month = 10 URL = http://arxiv.org/abs/1510.08560 }
@inproceedings{Weiss2015, title = Structured Training for Neural Network Transition-Based Parsing authors = David Weiss and Chris Alberti and Michael Collins and Slav Petrov year = 2015 booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) month = 07 pages = 323--333 URL = http://www.aclweb.org/anthology/P15-1032 }
@inproceedings{Hemachandra2015, title = Learning models for following natural language directions in unknown environments authors = Sachithra Hemachandra and Felix Duvallet and Thomas M Howard and Nicholas Roy and Anthony Stentz and Matthew RWalter year = 2015 booktitle = IEEE International Conference on Robotics and Automation (ICRA) pages = 5608–5615 }
@inproceedings{Schwartz2015, title = Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction authors = Roy Schwartz and Roi Reichart and Ari Rappoport year = 2015 booktitle = Proceedings of the Nineteenth Conference on Computational Natural Language Learning month = 07 pages = 258--267 URL = http://www.aclweb.org/anthology/K15-1026 }
@inproceedings{Rockt{\"a}schel2015, title = Injecting Logical Background Knowledge into Embeddings for Relation Extraction authors = Tim Rockt{\"a}schel and Sameer Singh and Sebastian Riedel year = 2015 booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 01 pages = 1119--1129 URL = http://www.aclweb.org/anthology/N15-1118 }
@article{Watter2015, title = Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images authors = Manuel Watter and Jost Tobias Springenberg and Joschka Boedecker and Martin Riedmiller year = 2015 journal = ArXiv month = 06 URL = http://arxiv.org/abs/1506.07365 }
@inproceedings{Rintanen2015, title = Impact of Modeling Languages on the Theory and Practice in Planning Research authors = Jussi Rintanen year = 2015 booktitle = Twenty-Ninth AAAI Conference on Artificial Intelligence month = 01 URL = http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9424 }
@article{Grefenstette2015, title = Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning authors = Edward Grefenstette and Mehrnoosh Sadrzadeh year = 2015 journal = Computational Linguistics month = 03 pages = 71--118 volume = 41 URL = http://aclweb.org/anthology/J15-1004.pdf }
@inproceedings{Venugopalan2015, title = Translating Videos to Natural Language Using Deep Recurrent Neural Networks authors = Subhashini Venugopalan and Huijuan Xu and Jeff Donahue and Marcus Rohrbach and Raymond Mooney and Kate Saenko year = 2015 booktitle = Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = May--June pages = 1494--1504 URL = http://www.aclweb.org/anthology/N15-1173 }
@article{Chen2015, title = Dissecting an Online Intervention for Cancer Survivors: Four Exploratory Analyses of Internet Engagement and Its Effects on Health Status and Health Behaviors authors = Zhenghao Chen and Pang Wei Koh and Philip L. Ritter and Kate Lorig and Erin O'Carroll Bantum and Suchi Saria year = 2015 journal = Health Education \\& Behavior number = 1 pages = 32-45 volume = 42 doi = 10.1177/1090198114550822 }
@article{Kuhlmann2015, title = Lexicalization and Generative Power in CCG authors = Marco Kuhlmann and Alexander Koller and Giorgio Satta year = 2015 journal = Computational Linguistics month = 04 number = 4 pages = 1--33 volume = 1 doi = 10.1162/COLI_a_00219 }
@inproceedings{Sener2015, title = Unsupervised Semantic Parsing of Video Collections authors = Ozan Sener and Amir R Zamir and Silvio Savarese and Ashutosh Saxena year = 2015 booktitle = 2015 IEEE International Conference on Computer Vision (ICCV) month = 01 pages = 4480--4488 URL = http://ieeexplore.ieee.org/document/7410866/ }
@inproceedings{Misra2015, title = Environment-Driven Lexicon Induction for High-Level Instructions authors = Dipendra Kumar Misra and Kejia Tao and Percy Liang and Ashutosh Saxena year = 2015 booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) month = 07 pages = 992--1002 URL = http://www.aclweb.org/anthology/P15-1096 }
@inproceedings{Sung2015, title = {Deep Multimodal Embedding: Manipulating Novel Objects with Point-clouds, Language and Trajectories} authors = Jaeyong Sung and Ian Lenz and Ashutosh Saxena year = 2015 booktitle = IEEE International Conference on Robotics and Automation (ICRA), 2017 month = 09 URL = https://arxiv.org/abs/1509.07831 }
@article{Schmidhuber2015, title = On Learning to Think: Algorithmic Information Theory for Novel Combinations of Reinforcement Learning Controllers and Recurrent Neural World Models authors = Juergen Schmidhuber year = 2015 journal = ArXiv month = 11 URL = http://arxiv.org/abs/1511.09249 }
@article{Taylor2015, title = The global landscape of cognition: hierarchical aggregation as an organizational principle of human cortical networks and functions authors = P Taylor and J N Hobbs and J Burroni and H T Siegelmann year = 2015 journal = Scientific Reports month = 12 pages = 18112 volume = 5 URL = http://www.nature.com/srep/2015/151216/srep18112/full/srep18112.html }
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@inproceedings{Garrette2015, title = Weakly-Supervised Grammar-Informed Bayesian CCG Parser Learning authors = Dan Garrette and Chris Dyer and Jason Baldridge and Noah A Smith year = 2015 booktitle = Proceedings of the Association for the Advancement of Artificial Intelligence month = 01 URL = http://www.cs.utexas.edu/~dhg/papers/garrette_dyer_baldridge_smith_aaai2015.pdf }
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@article{Jain2015, title = Objects2action: Classifying and localizing actions without any video example authors = Mihir Jain and Jan C. van Gemert and Thomas Mensink and Cees G. M. Snoek year = 2015 }
@inproceedings{Choi2015, title = It Depends: Dependency Parser Comparison Using A Web-based Evaluation Tool authors = Jinho D Choi and Joel Tetreault and Amanda Stent year = 2015 booktitle = Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) month = 07 pages = 387--396 URL = http://www.aclweb.org/anthology/P15-1038 }
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@article{Dai2015, title = The Supervised Hierarchical Dirichlet Process authors = Andrew Dai and Amos J Storkey year = 2015 journal = IEEE Transactions on Pattern Analysis and Machine Intelligence month = February number = 2 pages = 243 -- 255 volume = 37 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
@article{Ren2015, title = {Faster R-CNN}: Towards Real-Time Object Detection with Region Proposal Networks authors = Shaoqing Ren and Kaiming He and Ross Girshick and Jian Sun year = 2015 journal = arXiv preprint arXiv:1506.01497 }
@article{He2015, title = Deep Residual Learning for Image Recognition authors = Kaiming He and Xiangyu Zhang and Shaoqing Ren and Jian Sun year = 2015 journal = ArXiv month = 12 URL = https://arxiv.org/abs/1512.03385 }
@inproceedings{Ioffe2015, title = Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift authors = Sergey Ioffe and Christian Szegedy year = 2015 booktitle = Proceedings of the 32nd International Conference on International Conference on Machine Learning month = 02 volume = 37 URL = https://arxiv.org/abs/1502.03167 }
@article{Balog2015, title = The Mondrian Process for Machine Learning authors = Matej Balog and Yee-Whye Teh year = 2015 journal = ArXiv month = 07 URL = http://arxiv.org/abs/1507.05181 }
@inproceedings{Gershman2015, title = Phrase similarity in humans and machines authors = Samuel Gershman and Joshua B Tenenbaum year = 2015 booktitle = Proceedings of the 37th Annual Conference of the Cognitive Science Society month = 01 URL = http://web.mit.edu/sjgershm/www/GershmanTenenbaum15.pdf }
@article{S}uster2015, title = Word Representations, Tree Models and Syntactic Functions authors = Simon {\v S}uster and Gertjan van Noord and Ivan Titov year = 2015 journal = ArXiv month = 08 URL = http://arxiv.org/abs/1508.07709 }
@article{Zheng2015, title = Conditional Random Fields as Recurrent Neural Networks authors = Shuai Zheng and Sadeep Jayasumana and Bernardino Romera-Paredes and Vibhav Vineet and Zhizhong Su and Dalong Du and Chang Huang and Philip H S Torr year = 2015 journal = 2015 IEEE International Conference on Computer Vision (ICCV) month = 02 pages = 1529--1537 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
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@inproceedings{Chen2015, title = Learning Deep Structured Models authors = Liang-Chieh Chen and Alexander Schwing and Alan Yuille and Raquel Urtasun year = 2015 booktitle = Proceedings of The 32nd International Conference on Machine Learning month = 01 pages = 1785--1794 URL = http://www.jmlr.org/proceedings/papers/v37/chenb15.html }
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@article{Lillicrap2015, title = Continuous control with deep reinforcement learning authors = Timothy P Lillicrap and Jonathan J Hunt and Alexander Pritzel and Nicolas Heess and Tom Erez and Yuval Tassa and David Silver and Daan Wierstra year = 2015 journal = ArXiv month = 09 URL = http://arxiv.org/abs/1509.02971 }
@inproceedings{MacGlashan2015, title = Grounding English Commands to Reward Functions authors = James MacGlashan and Monica Babes-Vroman and Marie desJardins and Michael Littman and Smaranda Muresan and Shawn Squire and Stefanie Tellex and Dilip Arumugam and Lei Yang year = 2015 booktitle = Robotics: Science and Systems 2015 month = 07 volume = 11 URL = http://www.roboticsproceedings.org/rss11/p18.pdf }
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@article{Ranzato2015, title = Sequence Level Training with Recurrent Neural Networks authors = Marc'Aurelio Ranzato and Sumit Chopra and Michael Auli and Wojciech Zaremba year = 2015 journal = ArXiv month = 11 URL = http://arxiv.org/abs/1511.06732 }
@inproceedings{He2015, title = Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language authors = Luheng He and Mike Lewis and Luke S Zettlemoyer year = 2015 booktitle = Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing month = 09 pages = 643--653 URL = http://aclweb.org/anthology/D15-1076 }
@article{Bisk2015, title = Unsupervised grammar induction with Combinatory Categorial Grammars authors = Yonatan Bisk and Julia Hockenmaier and Jason Eisner and Dan Roth and ChengXiang Zhai year = 2015 journal = Unsupervised grammar induction with Combinatory Categorial Grammars month = 11 URL = https://www.ideals.illinois.edu/handle/2142/89027 }
@inproceedings{Pan2015, title = Indoor Person Identification through Footstep Induced Structural Vibration authors = Shijia Pan and Ningning Wang and Yuqiu Qian and Irem Velibeyoglu and Hae Young Noh and Pei Zhang year = 2015 booktitle = Hotmobile URL = https://faculty.ce.cmu.edu/noh/files/2016/02/Hotmobile2015_Footstep_project.pdf }
@inproceedings{Simonyan2015, title = Very Deep Convolutional Networks for Large-Scale Image Recognition authors = Karen Simonyan and Andrew Zisserman year = 2015 booktitle = International Conference on Learning Representations URL = http://www.robots.ox.ac.uk/~vgg/research/very_deep/ }
@article{Le2015, title = Unsupervised Dependency Parsing: Let's Use Supervised Parsers authors = Phong Le and Willem Zuidema year = 2015 journal = ArXiv month = 04 URL = http://arxiv.org/abs/1504.04666 }
@article{a}browska2015, title = What exactly is Universal Grammar, and has anyone seen it? authors = Ewa D{\k a}browska year = 2015 journal = Frontiers in Psychology month = 06 volume = 6 doi = 10.3389/fpsyg.2015.00852/abstract }
@article{Duan2016, title = Benchmarking Deep Reinforcement Learning for Continuous Control authors = Yan Duan and Xi Chen and Rein Houthooft and John Schulman and Pieter Abbeel year = 2016 journal = ArXiv month = 04 URL = http://arxiv.org/abs/1604.06778 }
@article{Johnson2016, title = Composing graphical models with neural networks for structured representations and fast inference authors = Matthew J Johnson and David Duvenaud and Alexander B Wiltschko and Sandeep R Datta and Ryan P Adams year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.06277 }
@article{K{\'a}d{\'a}r2016, title = Representation of linguistic form and function in recurrent neural networks authors = {\'A}kos K{\'a}d{\'a}r and Grzegorz Chrupa{\l}a and Afra Alishahi year = 2016 journal = ArXiv month = 02 URL = http://arxiv.org/abs/1602.08952 }
@inproceedings{Girlea2016, title = Psycholinguistic Features for Deceptive Role Detection in Werewolf authors = Codruta Girlea and Roxana Girju and Eyal Amir year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 417--422 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1047.pdf }
@article{Azizzadenesheli2016, title = Reinforcement Learning of POMDP's using Spectral Methods authors = Kamyar Azizzadenesheli and Alessandro Lazaric and Animashree Anandkumar year = 2016 journal = ArXiv month = 02 URL = http://arxiv.org/abs/1602.07764 }
@inproceedings{Misra2016, title = Neural Shift-Reduce CCG Semantic Parsing authors = Dipendra Kumar Misra and Yoav Artzi year = 2016 booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing month = 11 pages = 1775--1786 URL = https://aclweb.org/anthology/D16-1183 }
@article{Agrawal2016, title = Sort Story: Sorting Jumbled Images and Captions into Stories authors = Harsh Agrawal and Arjun Chandrasekaran and Dhruv Batra and Devi Parikh and Mohit Bansal year = 2016 journal = ArXiv month = 06 URL = http://arxiv.org/abs/1606.07493 }
@inproceedings{Miwa2016, title = End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures authors = Makoto Miwa and Mohit Bansal year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 1105--1116 URL = http://www.aclweb.org/anthology/P16-1105 }
@inproceedings{Melamud2016, title = The Role of Context Types and Dimensionality in Learning Word Embeddings authors = Oren Melamud and David McClosky and Siddharth Patwardhan and Mohit Bansal year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1030--1040 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1118.pdf }
@article{Sinatra2016, title = Quantifying the evolution of individual scientific impact authors = Roberta Sinatra and Dashun Wang and Pierre Deville and Chaoming Song and Albert-L{\'a}szl{\'o} Barab{\'a}si year = 2016 journal = Science month = 11 number = 6312 pages = aaf5239--aaf5239 volume = 354 doi = 10.1126/science.aaf5239 }
@article{Barnard2016, title = Computational Methods for Integrating Vision and Language authors = Kobus Barnard year = 2016 journal = Synthesis Lectures on Computer Vision month = 04 number = 1 pages = 1--227 volume = 6 doi = 10.2200/S00705ED1V01Y201602COV007 }
@inproceedings{Lazaridou2016, title = Multimodal Semantic Learning from Child-Directed Input authors = Angeliki Lazaridou and Grzegorz Chrupa{\l}a and Raquel Fern a ndez and Marco Baroni year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 387--392 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1043.pdf }
@inproceedings{Lazaridou2016, title = The red one!: On learning to refer to things based on discriminative properties authors = Angeliki Lazaridou and Nghia The Pham and Marco Baroni year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = ug, pages = 213--218 doi = 10.18653/v1/P16-2035 URL = https://www.aclweb.org/anthology/P16-2035 }
@article{Lazaridou2016, title = Multi-Agent Cooperation and the Emergence of (Natural) Language authors = Angeliki Lazaridou and Alexander Peysakhovich and Marco Baroni year = 2016 journal = ArXiv month = 12 URL = https://arxiv.org/abs/1612.07182 }
@inproceedings{Shen2016, title = Making Dependency Labeling Simple, Fast and Accurate authors = Tianxiao Shen and Tao Lei and Regina Barzilay year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1089--1094 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1126.pdf }
@article{Das2016, title = Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? authors = Abhishek Das and Harsh Agrawal and C Lawrence Zitnick and Devi Parikh and Dhruv Batra year = 2016 journal = ArXiv month = 06 URL = http://arxiv.org/abs/1606.03556 }
@inproceedings{Haidu2016, title = Action Recognition and Interpretation from Virtual Demonstrations authors = Andrei Haidu and Michael Beetz year = 2016 booktitle = International Conference on Intelligent Robots and Systems (IROS) URL = http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber }
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@article{Jaderberg2016, title = Decoupled Neural Interfaces using Synthetic Gradients authors = Max Jaderberg and Wojciech Marian Czarnecki and Simon Osindero and Oriol Vinyals and Alex Graves and Koray Kavukcuoglu year = 2016 journal = ArXiv month = 08 URL = https://arxiv.org/abs/1608.05343 }
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@inproceedings{Andreas2016, title = Neural Module Networks authors = Jacob Andreas and Marcus Rohrbach and Trevor Darrell and Dan Klein. year = 2016 booktitle = CVPR URL = https://arxiv.org/abs/1511.02799 }
@inproceedings{Andreas2016, title = Learning to Compose Neural Networks for Question Answering authors = Jacob Andreas and Marcus Rohrbach and Trevor Darrell and Dan Klein year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1545--1554 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1181.pdf }
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@article{Weir2016, title = Aligning Packed Dependency Trees: a theory of composition for distributional semantics authors = David Weir and Julie Weeds and Jeremy Reffin and Thomas Kober year = 2016 journal = ArXiv month = 08 URL = https://arxiv.org/abs/1608.07115 }
@inproceedings{Yu2016, title = Multi-Scale Context Aggregation by Dilated Convolutions authors = Fisher Yu and Vladlen Koltun year = 2016 booktitle = 3rd International Conference on Learning Representations month = 01 URL = https://arxiv.org/abs/1511.07122 }
@inproceedings{c2016, title = Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? authors = Ivan Vuli c and Anna Korhonen year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = 08 pages = 518--524 URL = http://anthology.aclweb.org/P16-2084 }
@article{Koushik2016, title = Understanding Convolutional Neural Networks authors = Jayanth Koushik year = 2016 journal = ArXiv month = 05 URL = http://arxiv.org/abs/1605.09081 }
@inproceedings{Krishnamurthy2016, title = Probabilistic Models for Learning a Semantic Parser Lexicon authors = Jayant Krishnamurthy year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 606--616 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1074.pdf }
@article{Karpatne2016, title = Theory-guided Data Science: A New Paradigm for Scientific Discovery authors = Anuj Karpatne and Gowtham Atluri and James Faghmous and Michael Steinbach and Arindam Banerjee and Auroop Ganguly and Shashi Shekhar and Nagiza Samatova and Vipin Kumar year = 2016 journal = ArXiv month = 12 URL = https://arxiv.org/abs/1612.08544 }
@inproceedings{Alayrac2016, title = Unsupervised learning from Narrated Instruction Videos authors = Jean-Baptiste Alayrac and Piotr Bojanowski and Nishant Agrawal and Ivan Laptev and Josef Sivic and Simon Lacoste-Julien year = 2016 booktitle = Computer Vision and Pattern Recognition (CVPR) }
@article{Liang2016, title = Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision authors = Chen Liang and Jonathan Berant and Quoc Le and Kenneth D Forbus and Ni Lao year = 2016 journal = ArXiv month = 10 URL = https://arxiv.org/abs/1611.00020 }
@article{Reddy2016, title = Transforming Dependency Structures to Logical Forms for Semantic Parsing authors = Siva Reddy and Oscar T{\"a}ckstr{\"o}m and Michael Collins and Tom Kwiatkowski and Dipanjan Das and Mark Steedman and Mirella Lapata year = 2016 journal = Transactions of the Association for Computational Linguistics month = 01 volume = 4 URL = http://research.google.com/pubs/pub44858.html }
@inproceedings{Zhang2016, title = Top-down Tree Long Short-Term Memory Networks authors = Xingxing Zhang and Liang Lu and Mirella Lapata year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 310--320 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1035.pdf }
@article{Zoph2016, title = Neural Architecture Search with Reinforcement Learning authors = Barret Zoph and Quoc V. Le year = 2016 journal = ArXiv month = 11 URL = https://arxiv.org/abs/1611.01578 }
@article{Henaff2016, title = Orthogonal RNNs and Long-Memory Tasks authors = Mikael Henaff and Arthur Szlam and Yann LeCun year = 2016 journal = ArXiv month = 02 URL = http://arxiv.org/abs/1602.06662 }
@inproceedings{Oh2016, title = {Control of Memory, Active Perception, and Action in Minecraft} authors = Junhyuk Oh and Valliappa Chockalingam and Satinder Singh and Honglak Lee year = 2016 booktitle = ICML 2016 month = 05 URL = https://arxiv.org/abs/1605.09128 }
@article{Agrawal2016, title = Learning to Poke by Poking: Experiential Learning of Intuitive Physics authors = Pulkit Agrawal and Ashvin Nair and Pieter Abbeel and Jitendra Malik and Sergey Levine year = 2016 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1606.07419 }
@article{Liang2016, title = Learning Executable Semantic Parsers for Natural Language Understanding authors = Percy Liang year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.06677 }
@article{Yih2016, title = Question Answering with knowledge base, web, and beyond authors = Wen-tau Yih and Hao Ma year = 2016 journal = NAACL 2016 month = 06 pages = 1--181 }
@article{Clark2016, title = The Categorial Framework for Compositional Distributional Semantics authors = Stephen Clark and Laura Rimell and Tamara Polajnar and Jean Maillard year = 2016 journal = University of Cambridge Computer Laboratory month = 01 URL = http://www.cl.cam.ac.uk/~sc609/pubs/cat_framework_2016.pdf }
@inproceedings{Shutova2016, title = Black Holes and White Rabbits: Metaphor Identification with Visual Features authors = Ekaterina Shutova and Douwe Kiela and Jean Maillard year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 160--170 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1020.pdf }
@inproceedings{Wang2016, title = Learning Language Games through Interaction authors = Sida I Wang and Percy Liang and Christopher D Manning year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 2368--2378 URL = http://www.aclweb.org/anthology/P16-1224 }
@inproceedings{Bisk2016, title = Natural Language Communication with Robots authors = Yonatan Bisk and Deniz Yuret and Daniel Marcu year = 2016 booktitle = Proceedings of the 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics month = 06 pages = 1--11 URL = http://yonatanbisk.com/papers/2016-NAACL.pdf }
@article{Verga2016, title = Row-less Universal Schema authors = Patrick Verga and Andrew McCallum year = 2016 journal = ArXiv month = 04 URL = http://arxiv.org/abs/1604.06361 }
@inproceedings{Tran2016, title = Recurrent Memory Networks for Language Modeling authors = Ke Tran and Arianna Bisazza and Christof Monz year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 321--331 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1036.pdf }
@inproceedings{Pichotta2016, title = Using Sentence-Level LSTM Language Models for Script Inference authors = Karl Pichotta and Raymond J. Mooney year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = August pages = 279--289 URL = http://www.aclweb.org/anthology/P16-1027 }
@inproceedings{Thomason2016, title = Learning Multi-Modal Grounded Linguistic Semantics by Playing "I Spy" authors = Jesse Thomason and Jivko Sinapov and Maxwell Svetlik and Peter Stone and Raymond J Mooney year = 2016 booktitle = Proceedings of the 25th International Joint Conference on Artificial Intelligence (IJCAI-16) month = 01 pages = 3477--3483 URL = http://www.cs.utexas.edu/users/ai-lab/pub-view.php?PubID }
@inproceedings{Tymoshenko2016, title = Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking authors = Kateryna Tymoshenko and Daniele Bonadiman and Alessandro Moschitti year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1268--1278 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1152.pdf }
@mastersthesis{Musa2016, title = Improving a supervised CCG parser authors = Ryan A Musa year = 2016 school = The University of Illinois at Urbana-Champaign month = 04 URL = https://www.ideals.illinois.edu/handle/2142/90677 }
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@inproceedings{uster2016, title = Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders authors = Simon S uster and Ivan Titov and Gertjan van Noord year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1346--1356 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1160.pdf }
@article{Obama2016, title = United States Health Care Reform: Progress to Date and Next Steps authors = Barack Obama year = 2016 journal = JAMA month = 07 URL = http://jama.jamanetwork.com/article.aspx?doi }
@inproceedings{He2016, title = Deep Reinforcement Learning with a Natural Language Action Space authors = Ji He and Jianshu Chen and Xiaodong He and Jianfeng Gao and Lihong Li and Li Deng and Mari Ostendorf year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 1621--1630 URL = http://www.aclweb.org/anthology/P16-1153 }
@article{Long2016, title = Template-Based Human Supervised Robot Task Programming authors = Xianchao Long and Taskin Padir year = 2016 month = 11 pages = 1--7 URL = https://mail.google.com/mail/u/0/ }
@inproceedings{Ray2016, title = Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions authors = Arijit Ray and Gordon Christie and Mohit Bansal and Dhruv Batra and Devi Parikh year = 2016 booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing month = 01 pages = 919--924 URL = http://aclweb.org/anthology/D16-1090 }
@inproceedings{Wanzare2016, title = DeScript: A Crowdsourced Database of Event Sequence Descriptions for the Acquisition of High-quality Script Knowledge authors = Lilian D. A. Wanzare and Alessandra Zarcone and Stefan Thater and Manfred Pinkal year = 2016 booktitle = Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016) month = may }
@article{Gualtieri2016, title = High precision grasp pose detection in dense clutter authors = Marcus Gualtieri and Andreas ten Pas and Kate Saenko and Robert Platt year = 2016 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1603.01564 }
@article{Jang2016, title = Categorical Reparameterization with Gumbel-Softmax authors = Eric Jang and Shixiang Gu and Ben Poole year = 2016 journal = ArXiv month = 11 URL = https://arxiv.org/abs/1611.01144 }
@article{Bowman2016, title = A Fast Unified Model for Parsing and Sentence Understanding authors = Samuel R Bowman and Jon Gauthier and Abhinav Rastogi and Raghav Gupta and Christopher D Manning and Christopher Potts year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.06021 }
@article{Mnih2016, title = Variational inference for Monte Carlo objectives authors = Andriy Mnih and Danilo J Rezende year = 2016 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1602.06725 }
@inproceedings{Haas2016, title = A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap authors = Carolin Haas and Stefan Riezler year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 740--750 URL = http://www.aclweb.org/anthology/N16-1088 }
@inproceedings{Fukui2016, title = Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding authors = Akira Fukui and Huk Dong Park and Daylen Yang and Anna Rohrbach and Trevor Darrell and Marcus Rohrbach year = 2016 booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing month = 01 pages = 457--468 URL = http://aclweb.org/anthology/D16-1044 }
@inproceedings{Tsai2016, title = Cross-lingual Wikification Using Multilingual Embeddings authors = Chen-Tse Tsai and Dan Roth year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 589--598 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf//N16-1072.pdf }
@inproceedings{Xu2016, title = MSR-VTT: A Large Video Description Dataset for Bridging Video and Language authors = Jun Xu and Tao Mei and Ting Yao and Yong Rui year = 2016 booktitle = 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pages = 5288--5296 URL = http://ieeexplore.ieee.org/document/7780940/ }
@article{Strobelt2016, title = Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks authors = Hendrik Strobelt and Sebastian Gehrmann and Bernd Huber and Hanspeter Pfister and Alexander M Rush year = 2016 journal = ArXiv month = 06 URL = http://arxiv.org/abs/1606.07461 }
@inproceedings{Chopra2016, title = Abstractive Sentence Summarization with Attentive Recurrent Neural Networks authors = Sumit Chopra and Michael Auli and Alexander M Rush year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 93--98 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1012.pdf }
@inproceedings{Kim2016, title = Character-Aware Neural Language Models authors = Yoon Kim and Yacine Jernite and David Sontag and Alexander Rush year = 2016 booktitle = AAAI URL = https://arxiv.org/abs/1508.06615 }
@inproceedings{Venugopalan2016, title = Improving LSTM-based Video Description with Linguistic Knowledge Mined from Text authors = Subhashini Venugopalan and Lisa Anne Hendricks and Raymond Mooney and Kate Saenko year = 2016 booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing month = 11 pages = 1961--1966 URL = https://aclweb.org/anthology/D16-1204 }
@article{Hu2016, title = Modeling Relationships in Referential Expressions with Compositional Modular Networks authors = Ronghang Hu and Marcus Rohrbach and Jacob Andreas and Trevor Darrell and Kate Saenko year = 2016 journal = ArXiv month = 11 URL = https://arxiv.org/abs/1611.09978v1 }
@inproceedings{Wu2016, title = On Multiplicative Integration with Recurrent Neural Networks authors = Yuhuai Wu and Saizheng Zhang and Ying Zhang and Yoshua Bengio and Ruslan R Salakhutdinov year = 2016 booktitle = Advances in Neural Information Processing Systems 29 pages = 2856--2864 URL = http://papers.nips.cc/paper/6215-on-multiplicative-integration-with-recurrent-neural-networks.pdf }
@article{Wu2016, title = Watch-n-Patch: Unsupervised Learning of Actions and Relations authors = Chenxia Wu and Jiemi Zhang and Ozan Sener and Bart Selman and Silvio Savarese and Ashutosh Saxena year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.03541 }
@article{Abel2016, title = Exploratory Gradient Boosting for Reinforcement Learning in Complex Domains authors = David Abel and Alekh Agarwal and Fernando Diaz and Akshay Krishnamurthy and Robert E Schapire year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.04119 }
@article{Abbeel2016, title = Deep Reinforcement Learning through Policy Optimization authors = Pieter Abbeel and John Schulman year = 2016 month = 12 pages = 1--120 URL = http://people.eecs.berkeley.edu/~pabbeel/nips-tutorial-policy-optimization-Schulman-Abbeel.pdf }
@inproceedings{Chao2016, title = An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild authors = Wei-Lun Chao and Soravit Changpinyo and Boqing Gong and Fei Sha year = 2016 booktitle = Computer Vision -- ECCV 2016 pages = 52--68 }
@article{Lu2016, title = A Comparison between Deep Neural Nets and Kernel Acoustic Models for Speech Recognition authors = Zhiyun Lu and Dong Guo and Alireza Bagheri Garakani and Kuan Liu and Avner May and Aurelien Bellet and Linxi Fan and Michael Collins and Brian Kingsbury and Michael Picheny and Fei Sha year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.05800 }
@article{Rafferty2016, title = Faster Teaching via POMDP Planning authors = Anna N. Rafferty and Emma Brunskill and Thomas L. Griffiths and Patrick Shafto year = 2016 journal = Cognitive Science number = 6 pages = 1290-1332 volume = 40 doi = 10.1111/cogs.12290 URL = https://onlinelibrary.wiley.com/doi/abs/10.1111/cogs.12290 }
@article{Chai2016, title = Collaborative Language Grounding Toward Situated Human-Robot Dialogue authors = Joyce Y Chai and Rui Fang and Changsong Liu and Lanbo She year = 2016 journal = AI Magazine URL = https://aitopics.org/doc/journals:58BE097F/ }
@inproceedings{Puduppully2016, title = Transition-Based Syntactic Linearization with Lookahead Features authors = Ratish Puduppully and Yue Zhang and Manish Shrivastava year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 488--493 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1058.pdf }
@article{Daniely2016, title = Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity authors = Amit Daniely and Roy Frostig and Yoram Singer year = 2016 journal = ArXiv month = 02 URL = http://arxiv.org/abs/1602.05897 }
@article{Kuncoro2016, title = What Do Recurrent Neural Network Grammars Learn About Syntax? authors = Adhiguna Kuncoro and Miguel Ballesteros and Lingpeng Kong and Chris Dyer and Graham Neubig and Noah A Smith year = 2016 journal = ArXiv month = 11 URL = https://arxiv.org/abs/1611.05774 }
@inproceedings{Dyer2016, title = Recurrent Neural Network Grammars authors = Chris Dyer and Adhiguna Kuncoro and Miguel Ballesteros and Noah A Smith year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 199--209 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1024.pdf }
@article{Swayamdipta2016, title = Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs authors = Swabha Swayamdipta and Miguel Ballesteros and Chris Dyer and Noah A Smith year = 2016 journal = ArXiv month = 06 URL = http://arxiv.org/abs/1606.08954 }
@article{Ballesteros2016, title = Training with Exploration Improves a Greedy Stack-LSTM Parser authors = Miguel Ballesteros and Yoav Goldberg and Chris Dyer and Noah A Smith year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.03793 }
@inproceedings{Bingel2016, title = Extracting token-level signals of syntactic processing from fMRI - with an application to PoS induction authors = Joachim Bingel and Maria Barrett and Anders Sogaard year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 747--755 URL = http://www.aclweb.org/anthology/P16-1071 }
@inproceedings{J{\o}rgensen2016, title = Learning a POS tagger for AAVE-like language authors = Anna J{\o}rgensen and Dirk Hovy and Anders Sogaard year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1115--1120 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf//N16-1130.pdf }
@inproceedings{Klerke2016, title = Improving sentence compression by learning to predict gaze authors = Sigrid Klerke and Yoav Goldberg and Anders Sogaard year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1528--1533 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1179.pdf }
@article{Ding2016, title = Understanding Image and Text Simultaneously: a Dual Vision-Language Machine Comprehension Task authors = Nan Ding and Sebastian Goodman and Fei Sha and Radu Soricut year = 2016 journal = ArXiv month = 12 URL = https://arxiv.org/abs/1612.07833 }
@inproceedings{Paetzold2016, title = Inferring Psycholinguistic Properties of Words authors = Gustavo Paetzold and Lucia Specia year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 435--440 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1050.pdf }
@inproceedings{Spranger2016, title = Grounded lexicon acquisition \\&{\#}x2014; Case studies in spatial language authors = Michael Spranger year = 2016 booktitle = 2013 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL) month = 07 pages = 1--6 URL = http://ieeexplore.ieee.org/lpdocs/epic03/wrapper.htm?arnumber }
@inproceedings{Li2016, title = Spatial references and perspective in natural language instructions for collaborative manipulation authors = Shen Li and Rosario Scalise and Henny Admoni and Stephanie Rosenthal and Siddhartha S Srinivasa year = 2016 booktitle = 2016 25th IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN) month = August pages = 44--51 URL = http://ieeexplore.ieee.org/document/7745089/ }
@inproceedings{Li2016, title = Spatial References and Perspective in Natural Language Instructions for Collaborative Manipulation authors = Shen Li and Henny Admoni and Stephanie Rosenthal and Siddhartha S Srinivasa year = 2016 booktitle = IEEE International Symposium on Robot and Human Interactive Communication URL = http://www.ece.rochester.edu/projects/rail/mlhrc2016/papers/mlhrc-rss16-li.pdf }
@inproceedings{Ambati2016, title = Shift-Reduce CCG Parsing using Neural Network Models authors = Bharat Ram Ambati and Tejaswini Deoskar and Mark Steedman year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 447--453 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1052.pdf }
@inproceedings{Bisk2016, title = Evaluating Induced CCG Parsers on Grounded Semantic Parsing authors = Yonatan Bisk and Siva Reddy and John Blitzer and Julia Hockenmaier and Mark Steedman year = 2016 booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing month = 11 pages = 2022--2027 URL = https://aclweb.org/anthology/D16-1214 }
@article{Steedman2016, title = Implications of Binding for Lexicalized Grammars authors = Mark Steedman year = 2016 month = 01 pages = 1--21 }
@inproceedings{Gillick2016, title = Multilingual Language Processing From Bytes authors = Dan Gillick and Cliff Brunk and Oriol Vinyals and Amarnag Subramanya year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 1296--1306 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1155.pdf }
@inproceedings{Yih2016, title = The Value of Semantic Parse Labeling for Knowledge Base Question Answering authors = Wen-tau Yih and Matthew Richardson and Chris Meek and Ming-Wei Chang and Jina Suh year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = 08 pages = 201--206 URL = http://anthology.aclweb.org/P16-2033 }
@inproceedings{Zeng2016, title = {Leveraging Video Descriptions to Learn Video Question Answering} authors = Kuo-Hao Zeng and Tseng-Hung Chen and Ching-Yao Chuang and Yuan-Hong Liao and Juan Carlos Niebles and Min Sun year = 2016 booktitle = 7 pages, 5 figures. Accepted to AAAI 2017. Camera-ready version month = 11 URL = https://arxiv.org/abs/1611.04021 }
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@article{Telgarsky2016, title = Benefits of depth in neural networks authors = Matus Telgarsky year = 2016 journal = ArXiv month = 02 URL = http://arxiv.org/abs/1602.04485 }
@article{Kulkarni2016, title = Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation authors = Tejas D Kulkarni and Karthik R Narasimhan and Ardavan Saeedi and Joshua B Tenenbaum year = 2016 journal = ArXiv month = 04 URL = http://arxiv.org/abs/1604.06057 }
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@article{Bazzani2016, title = Recurrent Mixture Density Network for Spatiotemporal Visual Attention authors = Loris Bazzani and Hugo Larochelle and Lorenzo Torresani year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.08199 }
@article{Xie2016, title = Brain Computation Is Organized via Power-of-Two-Based Permutation Logic authors = Kun Xie and Grace E Fox and Jun Liu and Cheng Lyu and Jason C Lee and Hui Kuang and Stephanie Jacobs and Meng Li and Tianming Liu and Sen Song and Joe Z Tsien year = 2016 journal = Frontiers in Systems Neuroscience month = 11 pages = 173 volume = 10 doi = 10.3389/fnsys.2016.00095/full }
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@inproceedings{Vendrov2016, title = Order-Embeddings of Images and Language authors = Ivan Vendrov and Ryan Kiros and Sanja Fidler and Raquel Urtasun year = 2016 booktitle = ICLR URL = https://arxiv.org/abs/1511.06361 }
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@article{Dumoulin2016, title = A guide to convolution arithmetic for deep learning authors = Vincent Dumoulin and Francesco Visin year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.07285 }
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@inproceedings{Feichtenhofer2016, title = Spatiotemporal Residual Networks for Video Action Recognition authors = Christoph Feichtenhofer and Axel Pinz and Richard Wildes year = 2016 booktitle = Advances in Neural Information Processing Systems 29 pages = 3468--3476 URL = http://papers.nips.cc/paper/6433-spatiotemporal-residual-networks-for-video-action-recognition.pdf }
@article{Larsen2016, title = Autoencoding beyond pixels using a learned similarity metric authors = Anders Boesen Lindbo Larsen and S{\o}ren Kaae S{\o}nderby and Hugo Larochelle and Ole Winther year = 2016 month = February URL = https://arxiv.org/abs/1512.09300 }
@inproceedings{Bisk2016, title = Towards a Dataset for Human Computer Communication via Grounded Language Acquisition authors = Yonatan Bisk and Daniel Marcu and William Wong year = 2016 booktitle = Proceedings of the AAAI Workshop on Symbiotic Cognitive Systems month = 02 pages = 1--4 URL = https://mail.google.com/mail/u/0/ }
@article{Hu2016, title = Harnessing Deep Neural Networks with Logic Rules authors = Zhiting Hu and Xuezhe Ma and Zhengzhong Liu and Eduard Hovy and Eric P Xing year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.06318 }
@inproceedings{Sachan2016, title = Easy Questions First? A Case Study on Curriculum Learning for Question Answering authors = Mrinmaya Sachan and Eric P Xing year = 2016 booktitle = Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 08 pages = 453--463 URL = http://www.aclweb.org/anthology/P16-1043 }
@inproceedings{Xu2016, title = LSTM Shift-Reduce CCG Parsing authors = Wenduan Xu year = 2016 booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing month = 11 pages = 1754--1764 URL = https://aclweb.org/anthology/D16-1181 }
@inproceedings{s}i{\'c}2016, title = Counter-fitting Word Vectors to Linguistic Constraints authors = Nikola Mrk{\v s}i{\'c} and Diarmuid {\'O}S{\'e}aghdha and Blaise Thomson and Milica Ga{\v s}ic and Lina M Rojas-Barahona and Pei-Hao Su and David Vandyke and Tsung-Hsien Wen and Steve Young year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 142--148 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1018.pdf }
@article{Yu2016, title = SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient authors = Lantao Yu and Weinan Zhang and Jun Wang and Yong Yu year = 2016 journal = ArXiv month = 09 URL = https://arxiv.org/abs/1609.05473 }
@article{Qiu2016, title = UnrealCV: Connecting Computer Vision to Unreal Engine authors = Weichao Qiu and Alan L. Yuille year = 2016 URL = http://arxiv.org/abs/1609.01326 }
@inproceedings{Lee2016, title = Global Neural CCG Parsing with Optimality Guarantees authors = Kenton Lee and Mike Lewis and Luke S Zettlemoyer year = 2016 booktitle = Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing month = 11 pages = 2366--2376 URL = https://aclweb.org/anthology/D16-1262 }
@inproceedings{Lewis2016, title = LSTM CCG Parsing authors = Mike Lewis and Kenton Lee and Luke S Zettlemoyer year = 2016 booktitle = Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies month = 06 pages = 221--231 URL = http://m-mitchell.com/NAACL-2016/NAACL-HLT2016/pdf/N16-1026.pdf }
@article{Xu2016, title = Enhancing Freebase Question Answering Using Textual Evidence authors = Kun Xu and Yansong Feng and Siva Reddy and Songfang Huang and Dongyan Zhao year = 2016 journal = ArXiv month = 03 URL = http://arxiv.org/abs/1603.00957 }
@article{Yu2016, title = The Neural Noisy Channel authors = Lei Yu and Phil Blunsom and Chris Dyer and Edward Grefenstette and Tom{\'a}{\v s} Ko{\v c}isk{\'y} year = 2016 journal = ArXiv month = 11 URL = https://arxiv.org/abs/1611.02554 }
@article{Pinto2017, title = Asymmetric Actor Critic for Image-Based Robot Learning authors = Lerrel Pinto and Marcin Andrychowicz and Peter Welinder and Wojciech Zaremba and Pieter Abbeel year = 2017 month = October URL = https://arxiv.org/abs/1710.06542 }
@article{Zhang2017, title = {Deep Imitation Learning for Complex Manipulation Tasks from Virtual Reality Teleoperation} authors = Tianhao Zhang and Zoe McCarthy and Owen Jow and Dennis Lee and Xi Chen and Ken Goldberg and Pieter Abbeel year = 2017 month = 10 URL = https://arxiv.org/abs/1710.04615 }
@inproceedings{Levin2017, title = End-to-end training of deep visuomotor policies authors = Sergey Levin and Chelsea Finn and Trevor Darrell and Pieter Abbeel year = 2017 booktitle = Journal of Machine Learning Research }
@article{Mordatch2017, title = Emergence of Grounded Compositional Language in Multi-Agent Populations authors = Igor Mordatch and Pieter Abbeel year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.04908 }
@article{Peng2017, title = Sim-to-Real Transfer of Robotic Control with Dynamics Randomization authors = Xue Bin Peng and Marcin Andrychowicz and Wojciech Zaremba and Pieter Abbeel year = 2017 month = October URL = https://arxiv.org/abs/1710.06537 }
@article{Chrupa{\l}a2017, title = Representations of language in a model of visually grounded speech signal authors = Grzegorz Chrupa{\l}a and Lieke Gelderloos and Afra Alishahi year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.01991 }
@inproceedings{Ye2017, title = What can I do around here? Deep functional scene understanding for cognitive robots authors = Chengxi Ye and Yezhou Yang and Ren Mao and Cornelia Ferm{\"u}ller and Yiannis Aloimonos year = 2017 booktitle = 2017 IEEE International Conference on Robotics and Automation (ICRA) }
@inproceedings{Misra2017, title = Mapping Instructions and Visual Observations to Actions with Reinforcement Learning authors = Dipendra K Misra and John Langford and Yoav Artzi year = 2017 booktitle = In Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) month = 04 URL = https://arxiv.org/abs/1704.08795 }
@article{Wu2017, title = Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation authors = Yuhuai Wu and Elman Mansimov and Shun Liao and Roger B. Grosse and Jimmy Ba year = 2017 URL = http://arxiv.org/abs/1708.05144 }
@article{Tan2017, title = Source-Target Inference Models for Spatial Instruction Understanding authors = Hao Tan and Mohit Bansal year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.03804 }
@inproceedings{Pasunuru2017, title = Reinforced Video Captioning with Entailment Rewards authors = Ramakanth Pasunuru and Mohit Bansal year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = September pages = 990--996 URL = https://arxiv.org/abs/1708.02300 }
@article{Janner2017, title = Representation Learning for Grounded Spatial Reasoning authors = Michael Janner and Karthik Narasimhan and Regina Barzilay year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.03938 }
@inproceedings{Das2017, title = {V}isual {D}ialog authors = Abhishek Das and Satwik Kottur and Khushi Gupta and Avi Singh and Deshraj Yadav and Jos\'e M.F. Moura and Devi Parikh and Dhruv Batra year = 2017 booktitle = Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) }
@article{Das2017, title = Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning authors = Abhishek Das and Satwik Kottur and Jos{\'e}M F Moura and Stefan Lee and Dhruv Batra year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.06585 }
@inproceedings{Das2017, title = Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning authors = Abhishek Das and Satwik Kottur and Jos\'e M.F. Moura and Stefan Lee and Dhruv Batra year = 2017 booktitle = Proceedings of the IEEE International Conference on Computer Vision (ICCV) }
@article{Lu2017, title = Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model authors = Jiasen Lu and Anitha Kannan and Jianwei Yang and Devi Parikh and Dhruv Batra year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.01554 }
@article{Kottur2017, title = Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog authors = Satwik Kottur and Jos{\'e}M F Moura and Stefan Lee and Dhruv Batra year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.08502 }
@inproceedings{Nyga2017, title = {What No Robot Has Seen Before -- Probabilistic Interpretation of Natural-language Object Descriptions} authors = Daniel Nyga and Mareike Picklum and Michael Beetz year = 2017 booktitle = International Conference on Robotics and Automation (ICRA) }
@inproceedings{Chung2017, title = Hierarchical Multiscale Recurrent Neural Networks authors = Junyoung Chung and Sungjin Ahn and Yoshua Bengio year = 2017 booktitle = ICLR month = March URL = https://arxiv.org/abs/1609.01704 }
@article{Bengio2017, title = {The Consciousness Prior} authors = Yoshua Bengio year = 2017 journal = arXiv:1709.08568 month = 09 URL = https://arxiv.org/abs/1709.08568 }
@article{Shabanian2017, title = {Variational Bi-LSTMs} authors = Samira Shabanian and Devansh Arpit and Adam Trischler and Yoshua Bengio year = 2017 journal = ArXiv month = ov, URL = https://arxiv.org/abs/1711.05717 }
@article{Kawaguchi2017, title = Generalization in Deep Learning authors = Kenji Kawaguchi and Leslie P Kaelbling and Yoshua Bengio year = 2017 }
@inproceedings{Shekhar2017, title = {FOIL} it! Find One mismatch between Image and Language caption authors = Ravi Shekhar and Sandro Pezzelle and Yauhen Klimovich and Aur{\'e}lie Herbelot and Moin Nabi and Enver Sangineto and Raffaella Bernardi year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = ul, pages = 255--265 doi = 10.18653/v1/P17-1024 URL = https://www.aclweb.org/anthology/P17-1024 }
@article{Pezzelle2017, title = Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision authors = Sandro Pezzelle and Marco Marelli and Raffaella Bernardi year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.05270 }
@inproceedings{Shekhar2017, title = FOIL it! Find One mismatch between Image and Language caption authors = Ravi Shekhar and Sandro Pezzelle and Yauhen Klimovich and Aur e lie Herbelot and Moin Nabi and Enver Sangineto and Raffaella Bernardi year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 255--265 URL = http://aclweb.org/anthology/P17-1024 }
@article{Creswell2017, title = Generative Adversarial Networks: An Overview authors = Antonia Creswell and Tom White and Vincent Dumoulin and Kai Arulkumaran and Biswa Sengupta and Anil A Bharath year = 2017 journal = IEEE Signal Processing Magazine Special Issue on Deep Learning for Visual Understanding URL = https://arxiv.org/abs/1710.07035 }
@inproceedings{Hara2017, title = {A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk} authors = Kotaro Hara and Abi Adams and Kristy Milland and Saiph Savage and Chris Callison-Burch and Jeffrey Bigham year = 2017 booktitle = 2018 ACM Conference on Human Factors in Computing Systems (CHI'18) month = 12 URL = https://arxiv.org/abs/1712.05796 }
@article{Nadejde2017, title = Syntax-aware Neural Machine Translation Using CCG authors = Maria Nadejde and Siva Reddy and Rico Sennrich and Tomasz Dwojak and Marcin Junczys-Dowmunt and Philipp Koehn and Alexandra Birch year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.01147 }
@inproceedings{Belinkov2017, title = {Synthetic and Natural Noise Both Break Neural Machine Translation} authors = Yonatan Belinkov and Yonatan Bisk year = 2017 booktitle = ICLR 2018 month = 11 URL = https://arxiv.org/abs/1711.02173 }
@article{Mandt2017, title = Stochastic Gradient Descent as Approximate Bayesian Inference authors = Stephan Mandt and Matthew D Hoffman and David M Blei year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.04289 }
@article{Tran2017, title = Deep Probabilistic Programming authors = Dustin Tran and Matthew D Hoffman and Rif A Saurous and Eugene Brevdo and Kevin Murphy and David M Blei year = 2017 journal = ArXiv month = 01 URL = https://arxiv.org/abs/1701.03757 }
@article{Pritzel2017, title = {Neural Episodic Control} authors = Alexander Pritzel and Benigno Uria and Sriram Srinivasan and Adri{\`a} Puigdom{\`e}nech and Oriol Vinyals and Demis Hassabis and Daan Wierstra and Charles Blundell year = 2017 month = 03 URL = https://arxiv.org/abs/1703.01988 }
@article{Melis2017, title = On the State of the Art of Evaluation in Neural Language Models authors = G{\'a}bor Melis and Chris Dyer and Phil Blunsom year = 2017 month = July URL = https://arxiv.org/abs/1707.05589 }
@article{Ling2017, title = Program Induction by Rationale Generation:Learning to Solve and Explain Algebraic Word Problems authors = Wang Ling and Dani Yogatama and Chris Dyer and Phil Blunsom year = 2017 journal = ArXiv month = 05 URL = https://arxiv.org/abs/1705.04146 }
@article{Hermann2017, title = {Grounded Language Learning in a Simulated 3D World} authors = Karl Moritz Hermann and Felix Hill and Simon Green and Fumin Wang and Ryan Faulkner and Hubert Soyer and David Szepesvari and Wojciech Marian Czarnecki and Max Jaderberg and Denis Teplyashin and Marcus Wainwright and Chris Apps and Demis Hassabis and Phil Blunsom year = 2017 month = un, }
@inproceedings{Conneau2017, title = Supervised Learning of Universal Sentence Representations from Natural Language Inference Data authors = Alexis Conneau and Douwe Kiela and Holger Schwenk and Lo\\"{i}c Barrault and Antoine Bordes year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = September pages = 681--691 URL = https://www.aclweb.org/anthology/D17-1071 }
@article{Gong2017, title = Ruminating Reader: Reasoning with Gated Multi-Hop Attention authors = Yichen Gong and Samuel R Bowman year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.07415 }
@article{Williams2017, title = Learning to parse from a semantic objective: It works. Is it syntax? authors = Adina Williams and Andrew Drozdov and Samuel R Bowman year = 2017 journal = ArXiv month = 09 URL = https://arxiv.org/abs/1709.01121 }
@article{Williams2017, title = A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference authors = Adina Williams and Nikita Nangia and Samuel R Bowman year = 2017 }
@inproceedings{She2017, title = Interactive Learning of Grounded Verb Semantics towards Human-Robot Communication authors = Lanbo She and Joyce Chai year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 1634--1644 URL = http://aclweb.org/anthology/P17-1150 }
@article{Lin2017, title = Effect of Touch Screen Tablet Use on Fine Motor Development of Young Children authors = Ling-Yi Lin and Rong-Ju Cherng and Yung-Jung Chen year = 2017 journal = Physical \& Occupational Therapy In Pediatrics number = 5 pages = 457-467 volume = 37 doi = 10.1080/01942638.2016.1255290 }
@article{Evtimova2017, title = {Emergent Communication in a Multi-Modal, Multi-Step Referential Game} authors = Katrina Evtimova and Andrew Drozdov and Douwe Kiela and Kyunghyun Cho year = 2017 month = 05 URL = https://arxiv.org/abs/1705.10369 }
@article{Eriguchi2017, title = Learning to Parse and Translate Improves Neural Machine Translation authors = Akiko Eriguchi and Yoshimasa Tsuruoka and Kyunghyun Cho year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.03525 }
@inproceedings{Forbes2017, title = Verb Physics: Relative Physical Knowledge of Actions and Objects authors = Maxwell Forbes and Yejin Choi year = 2017 booktitle = Association for Computational Linguistics (ACL) }
@article{Hill2017, title = Understanding Grounded Language Learning Agents authors = Felix Hill and Karl Moritz Hermann and Phil Blunsom and Stephen Clark year = 2017 month = October }
@article{Yang2017, title = Breaking the Softmax Bottleneck: A High-Rank RNN Language Model authors = Zhilin Yang and Zihang Dai and Ruslan Salakhutdinov and William W. Cohen year = 2017 month = November URL = https://arxiv.org/abs/1711.03953 }
@article{Kuhnle2017, title = {Deep learning evaluation using deep linguistic processing} authors = Alexander Kuhnle and Ann Copestake year = 2017 month = 06 URL = https://arxiv.org/abs/1706.01322 }
@article{Zhou2017, title = ProcNets: Learning to Segment Procedures in Untrimmed and Unconstrained Videos authors = Luowei Zhou and Chenliang Xu and Jason J Corso year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.09788 }
@inproceedings{Zhou2017, title = Towards Automatic Learning of Procedures from Web Instructional Videos authors = Luowei Zhou and Chenliang Xu and Jason J Corso year = 2017 booktitle = AAAI 2018 }
@article{Brodeur2017, title = HoME: a Household Multimodal Environment authors = Simon Brodeur and Ethan Perez and Ankesh Anand and Florian Golemo and Luca Celotti and Florian Strub and Jean Rouat and Hugo Larochelle and Aaron Courville year = 2017 journal = NIPS 2017's Visually-Grounded Interaction and Language Workshop URL = https://arxiv.org/abs/1711.11017v1 }
@inproceedings{Vries2017, title = GuessWhat?! Visual object discovery through multi-modal dialogue authors = Harm de Vries and Florian Strub and Sarath Chandar and Olivier Pietquin and Hugo Larochelle and Aaron C. Courville year = 2017 booktitle = Conference on Computer Vision and Pattern Recognition (CVPR) }
@inproceedings{Perez2017, title = Learning Visual Reasoning Without Strong Priors authors = Ethan Perez and Harm de Vries and Florian Strub and Vincent Dumoulin and Aaron Courville year = 2017 booktitle = ICML 2017's Machine Learning in Speech and Language Processing Workshop URL = https://arxiv.org/abs/1707.03017 }
@article{Gulrajani2017, title = Improved Training of Wasserstein GANs authors = Ishaan Gulrajani and Faruk Ahmed and Martin Arjovsky and Vincent Dumoulin and Aaron Courville year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1704.00028 }
@article{Vries2017, title = Modulating early visual processing by language authors = Harm de Vries and Florian Strub and Jeremie Mary and Hugo Larochelle and Olivier Pietquin and Aaron Courville year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.00683 }
@article{Gopnik2017, title = Changes in cognitive flexibility and hypothesis search across human life history from childhood to adolescence to adulthood authors = Alison Gopnik and Shaun O{\textquoteright}Grady and Christopher G. Lucas and Thomas L. Griffiths and Adrienne Wente and Sophie Bridgers and Rosie Aboody and Hoki Fung and Ronald E. Dahl year = 2017 journal = Proceedings of the National Academy of Sciences number = 30 pages = 7892--7899 volume = 114 doi = 10.1073/pnas.1700811114 URL = https://www.pnas.org/content/114/30/7892 }
@article{Tzeng2017, title = Adversarial Discriminative Domain Adaptation authors = Eric Tzeng and Judy Hoffman and Kate Saenko and Trevor Darrell year = 2017 URL = http://arxiv.org/abs/1702.05464 }
@article{Ebrahimi2017, title = {HotFlip: White-Box Adversarial Examples for NLP} authors = Javid Ebrahimi and Anyi Rao and Daniel Lowd and Dejing Dou year = 2017 month = 12 URL = https://arxiv.org/abs/1712.06751 }
@article{Huang2017, title = Enabling Robots to Communicate their Objectives authors = Sandy H Huang and David Held and Pieter Abbeel and Anca D Dragan year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.03465 }
@article{Irvine2017, title = Harmonic Grammar, Optimality Theory, and Syntax Learnability: An Empirical Exploration of Czech Word Order authors = Ann Irvine and Mark Dredze year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.05793 }
@inproceedings{Gui2017, title = A Question Answering Approach for Emotion Cause Extraction authors = Lin Gui and Jiannan Hu and Yulan He and Ruifeng Xu and Lu Qin and Jiachen Du year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = September pages = 1594--1603 URL = https://www.aclweb.org/anthology/D17-1167 }
@inproceedings{Sakaguchi2017, title = Robsut Wrod Reocginiton via Semi-Character Recurrent Neural Network authors = Keisuke Sakaguchi and Kevin Duh and Matt Post and Benjamin Van Durme year = 2017 booktitle = Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17) URL = https://aaai.org/ocs/index.php/AAAI/AAAI17/paper/view/14332 }
@article{Grathwohl2017, title = Backpropagation through the Void: Optimizing control variates for black-box gradient estimation authors = Will Grathwohl and Dami Choi and Yuhuai Wu and Geoff Roeder and David Duvenaud year = 2017 URL = https://arxiv.org/abs/1711.00123 }
@article{Weissenborn2017, title = {Dynamic Integration of Background Knowledge in Neural NLU Systems} authors = Dirk Weissenborn and Tom{\'a}{\v s} Ko{\v c}isk{\'y} and Chris Dyer year = 2017 month = 06 URL = https://arxiv.org/abs/1706.02596v2 }
@article{Wu2017, title = Towards Understanding Generalization of Deep Learning: Perspective of Loss Landscapes authors = Lei Wu and Zhanxing Zhu and Weinan E year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.10239 }
@article{Wang2017, title = Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning authors = Dingquan Wang and Jason Eisner year = 2017 journal = Transactions of the Association of Computational Linguistics (TACL) pages = 147--161 volume = 5 }
@inproceedings{Stewart2017, title = Supervising Neural Networks with Physics and other Domain Knowledge authors = Russell Stewart and Stefano Ermon year = 2017 booktitle = In Proceedings of the 31st AAAI Conference on Artificial Intelligence month = 02 URL = http://www.aaai.org/Conferences/AAAI/2017/PreliminaryPapers/12-Stewart-14967.pdf }
@article{Ferrer-i-Cancho2017, title = Are crossing dependencies really scarce? authors = Ramon Ferrer-i-Cancho and Carlos G{\'o}mez-Rodr{\'\\i}guez and J L Esteban year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.08324 }
@article{Kolve2017, title = {AI2-THOR: An Interactive 3D Environment for Visual AI} authors = Eric Kolve and Roozbeh Mottaghi and Winson Han and Eli VanderBilt and Luca Weihs and Alvaro Herrasti and Daniel Gordon and Yuke Zhu and Abhinav Gupta and Ali Farhadi year = 2017 journal = arXiv }
@article{Zhu2017, title = Visual Semantic Planning using Deep Successor Representations authors = Yuke Zhu and Daniel Gordon and Eric Kolve and Dieter Fox and Li Fei{-}Fei and Abhinav Gupta and Roozbeh Mottaghi and Ali Farhadi year = 2017 journal = ICCV URL = http://arxiv.org/abs/1705.08080 }
@inproceedings{Zhu2017, title = Target-driven visual navigation in indoor scenes using deep reinforcement learning authors = Yuke Zhu and Roozbeh Mottaghi and Eric Kolve and Joseph J. Lim and Abhinav Gupta and Li Fei-Fei and Ali Farhadi year = 2017 booktitle = ICRA }
@inproceedings{Noroozi2017, title = Representation Learning by Learning to Count authors = Medhi Noroozi and Hamed Pirsiavash and Paolo Favaro year = 2017 booktitle = ICCV }
@article{Chuang2017, title = Learning to Act Properly: Predicting and Explaining Affordances from Images authors = Ching-Yao Chuang and Jiaman Li and Antonio Torralba and Sanja Fidler year = 2017 URL = https://arxiv.org/abs/1712.07576v1 }
@article{Schmidt2017, title = Self-Supervised Visual Descriptor Learning for Dense Correspondence authors = Tanner Schmidt and Richard Newcombe and Dieter Fox year = 2017 journal = IEEE Robotics and Automation Letters month = April number = 2 pages = 420--427 volume = 2 URL = http://ieeexplore.ieee.org/document/7762851/ }
@article{Xiang2017, title = {PoseCNN: A Convolutional Neural Network for 6D Object Pose Estimation in Cluttered Scenes} authors = Yu Xiang and Tanner Schmidt and Venkatraman Narayanan and Dieter Fox year = 2017 month = ov, URL = https://arxiv.org/abs/1711.00199 }
@inproceedings{Xiang2017, title = DA-RNN: Semantic Mapping with Data Associated Recurrent Neural Networks authors = Yu Xiang and Dieter Fox year = 2017 booktitle = Robotics: Science and Systems (RSS) month = 01 URL = http://rse-lab.cs.washington.edu/papers/darnn_rss17.pdf }
@article{Denil2017, title = Programmable Agents authors = Misha Denil and Sergio G{\'o}mez Colmenarejo and Serkan Cabi and David Saxton and Nando de Freitas year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.06383 }
@article{Kendall2017, title = What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? authors = Alex Kendall and Yarin Gal year = 2017 volume = abs/1703.04977 URL = http://arxiv.org/abs/1703.04977 }
@article{Pennington2017, title = {Resurrecting the sigmoid in deep learning through dynamical isometry: theory and practice} authors = Jeffrey Pennington and Samuel S. Schoenholz and Surya Ganguli year = 2017 month = ov, URL = https://arxiv.org/abs/1711.04735 }
@article{Heigold2017, title = {How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse?} authors = Georg Heigold and G{\"u}nter Neumann and Josef van Genabith year = 2017 month = 04 URL = https://arxiv.org/abs/1704.04441 }
@article{Stone2017, title = Teaching Compositionality to CNNs authors = Austin Stone and Huayan Wang and Michael Stark and Yi Liu and D Scott Phoenix and Dileep George year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.04313 }
@article{Johnson2017, title = Inferring and Executing Programs for Visual Reasoning authors = Justin Johnson and Bharath Hariharan and Laurens van der Maaten and Judy Hoffman and Li Fei-Fei and C Lawrence Zitnick and Ross Girshick year = 2017 journal = ArXiv month = 05 URL = https://arxiv.org/abs/1705.03633 }
@inproceedings{He2017, title = {Mask R-CNN} authors = Kaiming He and Georgia Gkioxari and Piotr Doll{\'a}r and Ross Girshick year = 2017 booktitle = ICCV month = 03 URL = https://arxiv.org/abs/1703.06870 }
@article{Levecque2017, title = Work organization and mental health problems in PhD students authors = Katia Levecque and Frederik Anseel and Alain De Beuckelaer and Johan Van der Heyden and Lydia Gisle year = 2017 journal = Research Policy month = 05 number = 4 pages = 868--879 volume = 46 URL = http://linkinghub.elsevier.com/retrieve/pii/S0048733317300422 }
@article{Belinkov2017, title = What do Neural Machine Translation Models Learn about Morphology? authors = Yonatan Belinkov and Nadir Durrani and Fahim Dalvi and Hassan Sajjad and James Glass year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.03471 }
@article{Goldberg2017, title = Neural Network Methods for Natural Language Processing authors = Yoav Goldberg year = 2017 journal = Synthesis Lectures on Human Language Technologies month = 04 number = 1 pages = 1--309 volume = 10 doi = 10.2200/S00762ED1V01Y201703HLT037 }
@article{Li2017, title = {Visualizing the Loss Landscape of Neural Nets} authors = Hao Li and Zheng Xu and Gavin Taylor and Christoph Studer and Tom Goldstein year = 2017 month = 12 URL = https://arxiv.org/abs/1712.09913 }
@article{Han2017, title = Human Action Forecasting by Learning Task Grammars authors = Tengda Han and Jue Wang and Anoop Cherian and Stephen Gould year = 2017 month = September }
@article{c}isk{\'y}2017, title = The NarrativeQA Reading Comprehension Challenge authors = Tom{\'a}{\v s} Ko{\v c}isk{\'y} and Jonathan Schwarz and Phil Blunsom and Chris Dyer and Karl Moritz Hermann and G{\'a}bor Melis and Edward Grefenstette year = 2017 URL = https://arxiv.org/abs/1712.07040 }
@article{Grant2017, title = How Can Memory-Augmented Neural Networks Pass a False-Belief Task? authors = Erin Grant and Aida Nematzadeh and Thomas L Griffiths year = 2017 journal = CogSci URL = http://www.cs.toronto.edu/~aida/papers/grant_etal_17_cogsci.pdf }
@article{Sun2017, title = Revisiting Unreasonable Effectiveness of Data in Deep Learning Era authors = Chen Sun and Abhinav Shrivastava and Saurabh Singh and Abhinav Gupta year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.02968 }
@inproceedings{Speer2017, title = ConceptNet 5.5: An Open Multilingual Graph of General Knowledge authors = Robyn Speer and Joshua Chin and Catherine Havasi year = 2017 booktitle = proceedings of AAAI URL = https://arxiv.org/abs/1612.03975 }
@inproceedings{Wang2017, title = {Non-local Neural Networks} authors = Xiaolong Wang and Ross Girshick and Abhinav Gupta and Kaiming He year = 2017 booktitle = CVPR 2018, code is available at: https://github.com/facebookresearch/video-nonlocal-net month = 11 URL = https://arxiv.org/abs/1711.07971 }
@article{Tomkins2017, title = Reviewer bias in single- versus double-blind peer review authors = Andrew Tomkins and Min Zhang and William D. Heavlin year = 2017 journal = Proceedings of the National Academy of Sciences doi = 10.1073/pnas.1707323114 URL = http://www.pnas.org/content/early/2017/11/13/1707323114.abstract }
@inproceedings{Lin2017, title = Understanding "Death by GPS": A Systematic Study of Catastrophic Incidents Associated with Personal Navigation Technologies authors = Allen Yilun Lin and Kate Kuehl and Johannes Sch\\"{o}ning and Brent Hecht year = 2017 booktitle = Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems pages = 1154--1166 doi = 10.1145/3025453.3025737 }
@inproceedings{Teney2017, title = Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge authors = Damien Teney and Peter Anderson and Xiaodong He and Anton van den Hengel year = 2017 booktitle = 2017 Visual Question Answering (VQA) Challenge at CVPR }
@article{Sabour2017, title = Dynamic Routing Between Capsules authors = Sara Sabour and Nicholas Frosst and Geoffrey Hinton year = 2017 URL = https://arxiv.org/abs/1710.09829 }
@article{Klambauer2017, title = Self-Normalizing Neural Networks authors = G{\"u}nter Klambauer and Thomas Unterthiner and Andreas Mayr and Sepp Hochreiter year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.02515 }
@inproceedings{Lai2017, title = Natural Language Inference from Multiple Premises authors = Alice Lai and Yonatan Bisk and Julia Hockenmaier year = 2017 booktitle = Proceedings of the Eighth International Joint Conference on Natural Language Processing }
@article{Phillips2017, title = Assessing the Linguistic Productivity of Unsupervised Deep Neural Networks authors = Lawrence Phillips and Nathan Hodas year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.01839 }
@inproceedings{Fast2017, title = Long-Term Trends in the Public Perception of Artificial Intelligence authors = Ethan Fast and Eric Horvitz year = 2017 booktitle = Proceedings of the Association for the Advancement of Artificial Intelligence }
@article{Xie2017, title = Large-scale Cloze Test Dataset Designed by Teachers authors = Qizhe Xie and Guokun Lai and Zihang Dai and Eduard Hovy year = 2017 URL = https://arxiv.org/abs/1711.03225 }
@article{Shridhar2017, title = Grounding Spatio-Semantic Referring Expressions for Human-Robot Interaction authors = Mohit Shridhar and David Hsu year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.05720 }
@article{Xu2017, title = Deep GrabCut for Object Selection authors = Ning Xu and Brian Price and Scott Cohen and Jimei Yang and Thomas Huang year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.00243 }
@article{Ioffe2017, title = Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models authors = Sergey Ioffe year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.03275 }
@article{Alvarez-Melis2017, title = A causal framework for explaining the predictions of black-box sequence-to-sequence models authors = David Alvarez-Melis and Tommi S Jaakkola year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.01943 }
@article{Lawson2017, title = Learning Hard Alignments with Variational Inference authors = Dieterich Lawson and George Tucker and Chung-Cheng Chiu and Colin Raffel and Kevin Swersky and Navdeep Jaitly year = 2017 journal = ArXiv month = 05 URL = https://arxiv.org/abs/1705.05524 }
@article{Amato2017, title = Policy search for multi-robot coordination under uncertainty authors = Christopher Amato and George Konidaris and Ariel Anders and Gabriel Cruz and Jonathan P How and Leslie P Kaelbling year = 2017 journal = The International Journal of Robotics Research month = 01 number = 14 pages = 1760--1778 volume = 35 doi = 10.1177/0278364916679611 }
@inproceedings{Manikonda2017, title = {Tweeting AI: Perceptions of Lay vs Expert Twitterati} authors = Lydia Manikonda and Subbarao Kambhampati year = 2017 booktitle = arXiv admin note: substantial text overlap with arXiv:1704.08389 month = 09 URL = https://arxiv.org/abs/1709.09534 }
@article{Vezhnevets2017, title = {FeUdal Networks for Hierarchical Reinforcement Learning} authors = Alexander Sasha Vezhnevets and Simon Osindero and Tom Schaul and Nicolas Heess and Max Jaderberg and David Silver and Koray Kavukcuoglu year = 2017 month = 03 URL = https://arxiv.org/abs/1703.01161 }
@article{Czarnecki2017, title = Understanding Synthetic Gradients and Decoupled Neural Interfaces authors = Wojciech Marian Czarnecki and Grzegorz {\'S}wirszcz and Max Jaderberg and Simon Osindero and Oriol Vinyals and Koray Kavukcuoglu year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.00522 }
@inproceedings{Gella2017, title = An Analysis of Action Recognition Datasets for Language and Vision Tasks authors = Spandana Gella and Frank Keller year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics: Short Papers month = 08 pages = 182--192 URL = http://homepages.inf.ed.ac.uk/keller/publications/acl17.pdf }
@inproceedings{Nickel2017, title = Poincar\\'{e} Embeddings for Learning Hierarchical Representations authors = Maximilian Nickel and Douwe Kiela year = 2017 booktitle = Advances in Neural Information Processing Systems 30 pages = 6341--6350 URL = http://papers.nips.cc/paper/7213-poincare-embeddings-for-learning-hierarchical-representations.pdf }
@inproceedings{Na2017, title = A Read-Write Memory Network for Movie Story Understanding authors = Seil Na and Sangho Lee and Gunhee Kim year = 2017 booktitle = Proceedings of the International Conference on Computer Vision }
@inproceedings{Salimans2017, title = PixelCNN++: Improving the PixelCNN with Discretized Logistic Mixture Likelihood and Other Modifications authors = Tim Salimans and Andrej Karpathy and Xi Chen and Diederik P. Kingma year = 2017 booktitle = ICLR URL = https://openreview.net/forum?id }
@phdthesis{Kingma2017, title = Variational Inference \\& Deep Learning: A New Synthesis authors = Diederik P Kingma year = 2017 school = Universiteit van Amsterdam }
@inproceedings{Cotterell2017, title = Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion authors = Ryan Cotterell and John Sylak-Glassman and Christo Kirov year = 2017 booktitle = EACL 2017 month = 01 URL = https://ryancotterell.github.io/papers/cotterell+ala.eacl17.pdf }
@inproceedings{Kitaev2017, title = Where is Misty? Interpreting Spatial Descriptors by Modeling Regions in Space authors = Nikita Kitaev and Dan Klein year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = 09 pages = 157--166 URL = https://www.aclweb.org/anthology/D17-1015 }
@article{Fried2017, title = {Unified Pragmatic Models for Generating and Following Instructions} authors = Daniel Fried and Jacob Andreas and Dan Klein year = 2017 month = ov, URL = https://arxiv.org/abs/1711.04987v2 }
@article{Rabinovich2017, title = Abstract Syntax Networks for Code Generation and Semantic Parsing authors = Maxim Rabinovich and Mitchell Stern and Dan Klein year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.07535 }
@article{Andreas2017, title = Analogs of Linguistic Structure in Deep Representations authors = Jacob Andreas and Dan Klein year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.08139 }
@inproceedings{Andreas2017, title = Translating Neuralese authors = Jacob Andreas and Anca Dragan and Dan Klein year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 232--242 URL = http://aclweb.org/anthology/P17-1022 }
@inproceedings{Koehn2017, title = {Six Challenges for Neural Machine Translation} authors = Philipp Koehn and Rebecca Knowles year = 2017 booktitle = 12 pages; First Workshop on Neural Machine Translation, 2017 month = 06 URL = https://arxiv.org/abs/1706.03872 }
@inproceedings{Devlin2017, title = {R}obust{F}ill: Neural Program Learning under Noisy {I}/{O} authors = Jacob Devlin and Jonathan Uesato and Surya Bhupatiraju and Rishabh Singh and Abdel-rahman Mohamed and Pushmeet Kohli year = 2017 booktitle = Proceedings of the 34th International Conference on Machine Learning month = 06--11 Aug pages = 990--998 volume = 70 URL = http://proceedings.mlr.press/v70/devlin17a.html }
@article{Oh2017, title = Zero-Shot Task Generalization with Multi-Task Deep Reinforcement Learning authors = Junhyuk Oh and Satinder Singh and Honglak Lee and Pushmeet Kohli year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.05064 }
@inproceedings{Martins2017, title = Learning What's Easy: Fully Differentiable Neural Easy-First Taggers authors = Andr\\'{e} F. T. Martins and Julia Kreutzer year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = September pages = 349--362 URL = https://www.aclweb.org/anthology/D17-1036 }
@article{Leblond2017, title = SEARNN: Training RNNs with Global-Local Losses authors = R{\'e}mi Leblond and Jean-Baptiste Alayrac and Anton Osokin and Simon Lacoste-Julien year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.04499 }
@article{Cheng2017, title = Learning Structured Natural Language Representations for Semantic Parsing authors = Jianpeng Cheng and Siva Reddy and Vijay Saraswat and Mirella Lapata year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.08387 }
@article{Reddy2017, title = Universal Semantic Parsing authors = Siva Reddy and Oscar T{\"a}ckstr{\"o}m and Slav Petrov and Mark Steedman and Mirella Lapata year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.03196 }
@article{Liu2017, title = Learning Structured Text Representations authors = Yang Liu and Mirella Lapata year = 2017 journal = Transactions of the Association for Computational Linguistics }
@article{Ramachandran2017, title = Swish: a Self-Gated Activation Function authors = Prajit Ramachandran and Barret Zoph and Quoc V. Le year = 2017 }
@article{Higgins2017, title = SCAN: Learning Abstract Hierarchical Compositional Visual Concepts authors = Irina Higgins and Nicolas Sonnerat and Loic Matthey and Arka Pal and Christopher P Burgess and Matthew Botvinick and Demis Hassabis and Alexander Lerchner year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.03389 }
@inproceedings{Paszke2017, title = Automatic differentiation in PyTorch authors = Adam Paszke and Sam Gross and Soumith Chintala and Gregory Chanan and Edward Yang and Zachary DeVito and Zeming Lin and Alban Desmaison and Luca Antiga and Adam Lerer year = 2017 booktitle = NIPS-W URL = https://openreview.net/forum?id }
@inproceedings{Finn2017, title = Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks authors = Chelsea Finn and Pieter Abbeel and Sergey Levine year = 2017 booktitle = ICML URL = https://arxiv.org/abs/1703.03400 }
@article{Andreas2017, title = Learning with Latent Language authors = Jacob Andreas and Dan Klein and Sergey Levine year = 2017 journal = ArXiv month = 11 URL = https://arxiv.org/abs/1711.00482 }
@article{Liu2017, title = Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation authors = YuXuan Liu and Abhishek Gupta and Pieter Abbeel and Sergey Levine year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.03374 }
@inproceedings{Yarats2017, title = {Hierarchical Text Generation and Planning for Strategic Dialogue} authors = Denis Yarats and Mike Lewis year = 2017 booktitle = ICML URL = https://arxiv.org/abs/1712.05846 }
@article{Li2017, title = Paraphrase Generation with Deep Reinforcement Learning authors = Zichao Li and Xin Jiang and Lifeng Shang and Hang Li year = 2017 month = November }
@article{Gu2017, title = Trainable Greedy Decoding for Neural Machine Translation authors = Jiantao Gu and Kyunghyun Cho and Victor O.K. Li year = 2017 }
@inproceedings{Guu2017, title = From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood authors = Kelvin Guu and Panupong Pasupat and Evan Liu and Percy Liang year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 1051--1062 URL = http://aclweb.org/anthology/P17-1097 }
@article{Guu2017, title = Generating Sentences by Editing Prototypes authors = Kelvin Guu and Tatsunori B. Hashimoto and Yonatan Oren and Percy Liang year = 2017 month = September URL = https://arxiv.org/abs/1709.08878 }
@article{Jia2017, title = Adversarial Examples for Evaluating Reading Comprehension Systems authors = Robin Jia and Percy Liang year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.07328 }
@article{Santoro2017, title = A simple neural network module for relational reasoning authors = Adam Santoro and David Raposo and David G T Barrett and Mateusz Malinowski and Razvan Pascanu and Peter Battaglia and Timothy Lillicrap year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.01427 }
@article{Zhang2017, title = mixup: Beyond Empirical Risk Minimization authors = Hongyi Zhang and Moustapha Cisse and Yann N Dauphin and David Lopez-Paz year = 2017 URL = https://arxiv.org/abs/1710.09412 }
@article{Vania2017, title = From Characters to Words to in Between: Do We Capture Morphology? authors = Clara Vania and Adam Lopez year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.08352 }
@inproceedings{Kim2017, title = Learning to guide task and motion planning using score-space representation authors = Beomjoon Kim and Leslie Pack Kaelbling and Tomas Lozano-Perez year = 2017 booktitle = ICRA URL = http://lis.csail.mit.edu/pubs/kim-icra17.pdf }
@article{Misra2017, title = Learning by Asking Questions authors = Ishan Misra and Ross Girshick and Rob Fergus and Martial Hebert and Abhinav Gupta and Laurens van der Maaten year = 2017 month = December URL = https://arxiv.org/abs/1712.01238v1 }
@article{Gu2017, title = {AVA:} {A} Video Dataset of Spatio-temporally Localized Atomic Visual Actions authors = Chunhui Gu and Chen Sun and Sudheendra Vijayanarasimhan and Caroline Pantofaru and David A. Ross and George Toderici and Yeqing Li and Susanna Ricco and Rahul Sukthankar and Cordelia Schmid and Jitendra Malik year = 2017 URL = http://arxiv.org/abs/1705.08421 }
@article{Zhang2017, title = {Advances in Variational Inference} authors = Cheng Zhang and Judith Butepage and Hedvig Kjellstrom and Stephan Mandt year = 2017 month = ov, URL = https://arxiv.org/abs/1711.05597 }
@inproceedings{Pi\\v{s}l2017, title = Communication with Robots using Multilayer Recurrent Networks authors = Bed\\v{r}ich Pi\\v{s}l and David Mare\\v{c}ek year = 2017 booktitle = Proceedings of the First Workshop on Language Grounding for Robotics month = August pages = 44--48 URL = http://www.aclweb.org/anthology/W17-2806 }
@inproceedings{Yoshikawa2017, title = A* CCG Parsing with a Supertag and Dependency Factored Model authors = Masashi Yoshikawa and Hiroshi Noji and Yuji Matsumoto year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 277--287 URL = http://aclweb.org/anthology/P17-1026 }
@article{Bansal2017, title = RelNet: End-to-end Modeling of Entities \\& Relations authors = Trapit Bansal and Arvind Neelakantan and Andrew McCallum year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.07179 }
@article{Tramer2017, title = Ensemble Adversarial Training: Attacks and Defenses authors = Florian Tramer and Alexey Kurakin and Nicolas Papernot and Dan Boneh and Patrick McDaniel year = 2017 }
@article{Henderson2017, title = Deep Reinforcement Learning that Matters authors = Peter Henderson and Riashat Islam and Philip Bachman and Joelle Pineau and Doina Precup and David Meger year = 2017 month = September }
@article{Samanta2017, title = {Towards Crafting Text Adversarial Samples} authors = Suranjana Samanta and Sameep Mehta year = 2017 month = 07 URL = https://arxiv.org/abs/1707.02812 }
@article{Baroni2017, title = CommAI: Evaluating the first steps towards a useful general AI authors = Marco Baroni and Armand Joulin and Allan Jabri and Germ{\`a}n Kruszewski and Angeliki Lazaridou and Klemen Simonic and Tomas Mikolov year = 2017 journal = ArXiv month = 01 URL = https://arxiv.org/abs/1701.08954 }
@article{Collell2017, title = {Acquiring Common Sense Spatial Knowledge through Implicit Spatial Templates} authors = Guillem Collell and Luc Van Gool and Marie-Francine Moens year = 2017 month = ov, URL = https://arxiv.org/abs/1711.06821v1 }
@inproceedings{Thomason2017, title = Opportunistic Active Learning for Grounding Natural Language Descriptions authors = Jesse Thomason and Aishwarya Padmakumar and Jivko Sinapov and Justin Hart and Peter Stone and Raymond J Mooney year = 2017 booktitle = 1st Conference on Robot Learning (CoRL 2017) month = November URL = http://proceedings.mlr.press/v78/thomason17a/thomason17a.pdf }
@article{Bellemare2017, title = A Distributional Perspective on Reinforcement Learning authors = Marc G Bellemare and Will Dabney and R{\'e}mi Munos year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.06887 }
@inproceedings{Papamakarios2017, title = Masked Autoregressive Flow for Density Estimation authors = George Papamakarios and Theo Pavlakou and Iain Murray year = 2017 booktitle = Advances in Neural Information Processing Systems 30 pages = 2335--2344 URL = http://papers.nips.cc/paper/6828-masked-autoregressive-flow-for-density-estimation }
@inproceedings{Liu2017, title = {Handling Homographs in Neural Machine Translation} authors = Frederick Liu and Han Lu and Graham Neubig year = 2017 booktitle = NAACL2018 month = 08 URL = https://arxiv.org/abs/1708.06510 }
@article{Neubig2017, title = Neural Machine Translation and Sequence-to-sequence Models: A Tutorial authors = Graham Neubig year = 2017 month = March URL = https://arxiv.org/abs/1703.01619 }
@inproceedings{Gao2017, title = TALL: Temporal Activity Localization via Language Query authors = Jiyang Gao and Chen Sun and Zhenheng Yang and Ram Nevatia year = 2017 booktitle = ICCV URL = https://arxiv.org/abs/1705.02101 }
@inproceedings{Kiela2017, title = {Learning Visually Grounded Sentence Representations} authors = Douwe Kiela and Alexis Conneau and Allan Jabri and Maximilian Nickel year = 2017 booktitle = NAACL-18 month = 07 URL = https://arxiv.org/abs/1707.06320 }
@article{Huang2017, title = Unsupervised Visual-Linguistic Reference Resolution in Instructional Videos authors = De-An Huang and Joseph J Lim and Li Fei-Fei and Juan Carlos Niebles year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.02521 }
@article{Krishna2017, title = Dense-Captioning Events in Videos authors = Ranjay Krishna and Kenji Hata and Frederic Ren and Li Fei-Fei and Juan Carlos Niebles year = 2017 journal = ArXiv month = 05 URL = https://arxiv.org/abs/1705.00754 }
@phdthesis{Nyga2017, title = Interpretation of Natural-language Robot Instructions authors = Daniel Nyga year = 2017 school = University of Bremen }
@article{Ahn2017, title = Text2Action: Generative Adversarial Synthesis from Language to Action authors = Hyemin Ahn and Timothy Ha and Yunho Choi and Hwiyeon Yoo and Songhwai Oh year = 2017 journal = International Conference on Robotics and Automation (ICRA) 2018 }
@article{Teh2017, title = Distral: Robust Multitask Reinforcement Learning authors = Yee-Whye Teh and Victor Bapst and Wojciech Marian Czarnecki and John Quan and James Kirkpatrick and Raia Hadsell and Nicolas Heess and Razvan Pascanu year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.04175 }
@article{Pater2017, title = Generative linguistics and neural networks at 60: foundation, friction, and fusion authors = Joe Pater year = 2017 month = October URL = http://people.umass.edu/pater/pater-perceptrons-and-syntactic-structures-at-60.pdf }
@phdthesis{Pichotta2017, title = Advances in Statistical Script Learning authors = Karl Pichotta year = 2017 }
@article{Strub2017, title = End-to-end optimization of goal-driven and visually grounded dialogue systems authors = Florian Strub and Harm de Vries and Jeremie Mary and Bilal Piot and Aaron Courville and Olivier Pietquin year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.05423 }
@article{Lowe2017, title = Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses authors = Ryan Lowe and Michael Noseworthy and Iulian V Serban and Nicolas Angelard-Gontier and Yoshua Bengio and Joelle Pineau year = 2017 journal = ArXiv month = 08 URL = https://arxiv.org/abs/1708.07149 }
@article{Nguyen2017, title = Sequence to Sequence Learning for Event Prediction authors = Dai Quoc Nguyen and Dat Quoc Nguyen and Cuong Xuan Chu and Stefan Thater and Manfred Pinkal year = 2017 journal = arXiv preprint arXiv:1709.06033 }
@article{Vaswani2017, title = Attention Is All You Need authors = Ashish Vaswani and Noam Shazeer and Niki Parmar and Jakob Uszkoreit and Llion Jones and Aidan N Gomez and Lukasz Kaiser and Illia Polosukhin year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.03762 }
@article{Monroe2017, title = Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding authors = Will Monroe and Robert X D Hawkins and Noah D Goodman and Christopher Potts year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.10186 }
@article{Such2017, title = Robust Spatial Filtering with Graph Convolutional Neural Networks authors = Felipe Petroski Such and Shagan Sah and Miguel Dominguez and Suhas Pillai and Chao Zhang and Andrew Michael and Nathan D. Cahill and Raymond Ptucha year = 2017 journal = Journal of Selected Topics of Signal Processing volume = PP }
@article{Chunjie2017, title = Cosine Normalization: Using Cosine Similarity Instead of Dot Product in Neural Networks authors = Luo Chunjie and Zhan jianfeng and Wang lei and Yang Qiang year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.05870 }
@article{Hristov2017, title = Grounding Symbols in Multi-Modal Instructions authors = Yordan Hristov and Svetlin Penkov and Alex Lascarides and Subramanian Ramamoorthy year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.00355 }
@article{Lee2017, title = First-order Methods Almost Always Avoid Saddle Points authors = Jason D. Lee and Ioannis Panageas and Georgias Piliouras and Max Simchowitz and Michael I Jordan and Benjamin Recht year = 2017 URL = https://arxiv.org/abs/1710.07406 }
@inproceedings{Rockt{\"a}schel2017, title = {End-to-End Differentiable Proving} authors = Tim Rockt{\"a}schel and Sebastian Riedel year = 2017 booktitle = NIPS month = 05 URL = https://arxiv.org/abs/1705.11040 }
@article{Dettmers2017, title = Convolutional 2D Knowledge Graph Embeddings authors = Tim Dettmers and Pasquale Minervini and Pontus Stenetorp and Sebastian Riedel year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.01476 }
@article{Martin2017, title = {Event Representations for Automated Story Generation with Deep Neural Nets} authors = Lara J. Martin and Prithviraj Ammanabrolu and Xinyu Wang and William Hancock and Shruti Singh and Brent Harrison and Mark O. Riedl year = 2017 month = 06 URL = https://arxiv.org/abs/1706.01331 }
@inproceedings{Jonschkowski2017, title = PVEs: Position-Velocity Encoders for Unsupervised Learning of Structured State Representations authors = Rico Jonschkowski and Roland Hafner and Jonathan Scholz and Martin Riedmiller year = 2017 booktitle = Robotics: Science and Systems (RSS 2017) Workshop -- New Frontiers for Deep Learning in Robotics }
@article{Engel2017, title = {Latent Constraints: Learning to Generate Conditionally from Unconditional Generative Models} authors = Jesse Engel and Matthew Hoffman and Adam Roberts year = 2017 month = ov, URL = https://arxiv.org/abs/1711.05772 }
@article{Wiseman2017, title = Challenges in Data-to-Document Generation authors = Sam Wiseman and Stuart M Shieber and Alexander M Rush year = 2017 journal = ArXiv month = 07 URL = https://arxiv.org/abs/1707.08052 }
@article{Kim2017, title = Structured Attention Networks authors = Yoon Kim and Carl Denton and Luong Hoang and Alexander M Rush year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.00887 }
@inproceedings{Hendricks2017, title = Localizing Moments in Video with Natural Language authors = Lisa Anne Hendricks and Oliver Wang and Eli Shechtman and Josef Sivic and Trevor Darrell and Bryan Russell year = 2017 booktitle = ICCV URL = https://arxiv.org/abs/1708.01641 }
@article{Mitchell2017, title = Guest Editorial: Image and Language Understanding authors = Margaret Mitchell and John C Platt and Kate Saenko year = 2017 journal = International Journal of Computer Vision month = 05 number = 1 pages = 1--3 volume = 123 doi = 10.1007/s11263-017-0993-y }
@article{Peng2017, title = VisDA: The Visual Domain Adaptation Challenge authors = Xingchao Peng and Ben Usman and Neela Kaushik and Judy Hoffman and Dequan Wang and Kate Saenko year = 2017 URL = http://arxiv.org/abs/1710.06924 }
@article{Hu2017, title = Learning to Reason: End-to-End Module Networks for Visual Question Answering authors = Ronghang Hu and Jacob Andreas and Marcus Rohrbach and Trevor Darrell and Kate Saenko year = 2017 URL = http://arxiv.org/abs/1704.05526 }
@inproceedings{Ramanishka2017, title = Top-down Visual Saliency Guided by Captions authors = Vasili Ramanishka and Abir Das and Jianming Zhang and Kate Saenko year = 2017 booktitle = CVPR URL = http://arxiv.org/abs/1612.07360 }
@inproceedings{Venugopalan2017, title = Captioning Images with Diverse Objects authors = Subhashini Venugopalan and Lisa Anne Hendricks and Marcus Rohrbach and Raymond Mooney and Trevor Darrell and Kate Saenko year = 2017 booktitle = CVPR month = 06 URL = http://arxiv.org/abs/1606.07770 }
@article{Chaplot2017, title = Gated-Attention Architectures for Task-Oriented Language Grounding authors = Devendra Singh Chaplot and Kanthashree Mysore Sathyendra and Rama Kumar Pasumarthi and Dheeraj Rajagopal and Ruslan Salakhutdinov year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.07230 }
@article{Salakhutdinov2017, title = Deep Learning authors = Ruslan Salakhutdinov year = 2017 month = 01 pages = 1--79 URL = http://www.cs.cmu.edu/~rsalakhu/talk_Simons_part1_pdf.pdf }
@article{Chaplot2017, title = {Gated-Attention Architectures for Task-Oriented Language Grounding} authors = Devendra Singh Chaplot and Kanthashree Mysore Sathyendra and Rama Kumar Pasumarthi and Dheeraj Rajagopal and Ruslan Salakhutdinov year = 2017 month = 06 URL = https://arxiv.org/abs/1706.07230 }
@inproceedings{Xu2017, title = {Neural Task Programming: Learning to Generalize Across Hierarchical Tasks} authors = Danfei Xu and Suraj Nair and Yuke Zhu and Julian Gao and Animesh Garg and Li Fei-Fei and Silvio Savarese year = 2017 booktitle = ICRA 2018 month = 10 URL = https://arxiv.org/abs/1710.01813 }
@inproceedings{Zarrie{\ss}2017, title = Obtaining referential word meanings from visual and distributional information: Experiments on object naming authors = Sina Zarrie{\ss} and David Schlangen year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = 07 pages = 243--254 URL = http://aclweb.org/anthology/P17-1023 }
@article{Yin2017, title = Attentive Convolution authors = Wenpeng Yin and Hinrich Schutze year = 2017 }
@article{Liang2017, title = {Deep Text Classification Can be Fooled} authors = Bin Liang and Hongcheng Li and Miaoqiang Su and Pan Bian and Xirong Li and Wenchang Shi year = 2017 month = 04 URL = https://arxiv.org/abs/1704.08006 }
@inproceedings{Yi2017, title = Incorporating Qualitative Information into Quantitative Estimation Via Sequentially Constrained Hamiltonian Monte Carlo Sampling authors = Daqing Yi and Choudhury Shushman and Srinivasa Siddhartha year = 2017 booktitle = IEEE/RSJ International Conference on Intelligent Robots and Systems }
@article{Heess2017, title = Emergence of Locomotion Behaviours in Rich Environments authors = Nicolas Heess and Dhruva TB and Srinivasan Sriram and Jay Lemmon and Josh Merel and Greg Wayne and Yuval Tassa and Tom Erez and Ziyu Wang and Ali Eslami and Martin Riedmiller and David Silver year = 2017 month = July URL = https://arxiv.org/abs/1707.02286 }
@inproceedings{Zhao2017, title = {Generating Natural Adversarial Examples} authors = Zhengli Zhao and Dheeru Dua and Sameer Singh year = 2017 booktitle = Published as a conference paper at the International Conference on Learning Representations (ICLR) 2018 month = 10 URL = https://arxiv.org/abs/1710.11342 }
@inproceedings{Ji2017, title = Dynamic Entity Representations in Neural Language Models authors = Yangfeng Ji and Chenhao Tan and Sebastian Martschat and Yejin Choi and Noah A. Smith year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = September pages = 1831--1840 URL = https://www.aclweb.org/anthology/D17-1195 }
@inproceedings{Zaheer2017, title = Latent {LSTM} Allocation: Joint Clustering and Non-Linear Dynamic Modeling of Sequence Data authors = Manzil Zaheer and Amr Ahmed and Alexander Smola year = 2017 booktitle = Proceedings of the 34th International Conference on Machine Learning, PMLR month = August pages = 3967--3976 volume = 70 URL = http://proceedings.mlr.press/v70/zaheer17a/zaheer17a.pdf }
@article{Li2017, title = {VideoLSTM} Convolves, Attends and Flows for Action Recognition authors = Zhenyang Li and Kirill Gavrilyuk and Efstratios Gavves and Mihir Jain and Cees G. M. Snoek year = 2017 journal = Computer Vision and Image Understanding URL = http://arxiv.org/abs/1607.01794 }
@article{Habibian2017, title = {Video2vec} Embeddings Recognize Events when Examples are Scarce authors = Amirhossein Habibian and Thomas Mensink and Cees G. M. Snoek year = 2017 journal = {IEEE} Transactions on Pattern Analysis and Machine Intelligence month = October number = 10 pages = 2089-2103 volume = 39 }
@inproceedings{Mettes2017, title = Spatial-Aware Object Embeddings for Zero-Shot Localization and Classification of Actions authors = Pascal Mettes and Cees G. M. Snoek year = 2017 booktitle = The IEEE International Conference on Computer Vision (ICCV) month = October URL = http://openaccess.thecvf.com/content_iccv_2017/html/Mettes_Spatial-Aware_Object_Embeddings_ICCV_2017_paper.html }
@inproceedings{Hashimoto2017, title = A Joint Many-Task Model: Growing a Neural Network for Multiple NLP Tasks authors = Kazuma Hashimoto and caiming xiong and Yoshimasa Tsuruoka and Richard Socher year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = September pages = 446--456 URL = https://www.aclweb.org/anthology/D17-1046 }
@article{Paulus2017, title = A Deep Reinforced Model for Abstractive Summarization authors = Romain Paulus and Caiming Xiong and Richard Socher year = 2017 month = May }
@article{Lee2017, title = Deep Neural Networks as Gaussian Processes authors = Jaehoon Lee and Yasaman Bahri and Roman Novak and Samuel S. Schoenholz and Jeffrey Pennington and Jascha Sohl-Dickstein year = 2017 month = November URL = https://arxiv.org/abs/1711.00165 }
@article{Kaplan2017, title = Beating Atari with Natural Language Guided Reinforcement Learning authors = Russell Kaplan and Christopher Sauer and Alexander Sosa year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.05539 }
@article{Neyshabur2017, title = Exploring Generalization in Deep Learning authors = Behnam Neyshabur and Srinadh Bhojanapalli and David McAllester and Nathan Srebro year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.08947 }
@inproceedings{Nematzadeh2017, title = {Calculating Probabilities Simplifies Word Learning} authors = Aida Nematzadeh and Barend Beekhuizen and Shanshan Huang and Suzanne Stevenson year = 2017 booktitle = CogSci month = 02 URL = https://arxiv.org/abs/1702.06672 }
@article{Khandelwal2017, title = BWIBots: A platform for bridging the gap between AI and human--robot interaction research authors = Piyush Khandelwal and Shiqi Zhang and Jivko Sinapov and Matteo Leonetti and Jesse Thomason and Fangkai Yang and Ilaria Gori and Maxwell Svetlik and Priyanka Khante and Vladimir Lifschitz and J K Aggarwal and Raymond Mooney and Peter Stone year = 2017 journal = The International Journal of Robotics Research doi = 10.1177/0278364916688949 }
@inproceedings{Lin2017, title = Adversarial Ranking for Language Generation authors = Kevin Lin and Dianqi Li and Xiaodong He and Zhengyou Zhang and Ming-Ting Sun year = 2017 booktitle = NIPS month = December URL = https://arxiv.org/abs/1705.11001 }
@article{Salimans2017, title = Evolution Strategies as a Scalable Alternative to Reinforcement Learning authors = Tim Salimans and Jonathan Ho and Xi Chen and Ilya Sutskever year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.03864 }
@article{Hatori2017, title = Interactively Picking Real-World Objects with Unconstrained Spoken Language Instructions authors = Jun Hatori and Yuta Kikuchi and Sosuke Kobayashi and Kuniyuki Takahashi and Yuta Tsuboi and Yuya Unno and Wilson Ko and Jethro Tan year = 2017 journal = International Conference on Robotics and Automation (ICRA) 2018 URL = https://arxiv.org/abs/1710.06280 }
@inproceedings{Aly2017, title = A Generative Framework for Multimodal Learning of Spatial Concepts and Object Categories: An Unsupervised Part-of-Speech Tagging and 3D Visual Perception Based Approach authors = Amir Aly and Akira Taniguchi and Tadahiro Taniguchi year = 2017 booktitle = Joint IEEE International Conference on Development and Learning }
@inproceedings{Balog2017, title = DeepCoder: Learning to Write Programs authors = Matej Balog and Alexander L. Gaunt and Marc Brockschmidt and Sebastian Nowozin and Daniel Tarlow year = 2017 booktitle = ICLR URL = https://openreview.net/forum?id }
@inproceedings{Arumugam2017, title = {Accurately and Efficiently Interpreting Human-Robot Instructions of Varying Granularities} authors = Dilip Arumugam and Siddharth Karamcheti and Nakul Gopalan and Lawson L. S. Wong and Stefanie Tellex year = 2017 booktitle = Robotics: Science and Systems month = 04 URL = https://arxiv.org/abs/1704.06616 }
@article{Ben-younes2017, title = {MUTAN: Multimodal Tucker Fusion for Visual Question Answering} authors = Hedi Ben-younes and R{\'e}mi Cadene and Matthieu Cord and Nicolas Thome year = 2017 month = 05 URL = https://arxiv.org/abs/1705.06676 }
@article{Havrylov2017, title = Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols authors = Serhii Havrylov and Ivan Titov year = 2017 journal = ArXiv month = 05 URL = https://arxiv.org/abs/1705.11192 }
@inproceedings{Havrylov2017, title = Emergence of Language with Multi-agent Games: Learning to Communicate with Sequences of Symbols authors = Serhii Havrylov and Ivan Titov year = 2017 booktitle = Neural Information Processing Systems URL = https://arxiv.org/abs/1705.11192 }
@article{Marcheggiani2017, title = Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling authors = Diego Marcheggiani and Ivan Titov year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.04826 }
@article{Toy2017, title = SenseNet: 3D Objects Database and Tactile Simulator authors = Jason Toy year = 2017 month = December URL = https://arxiv.org/abs/1801.00361v1 }
@article{Nguyen2017, title = Translating Videos to Commands for Robotic Manipulation with Deep Recurrent Neural Networks authors = Anh Nguyen and Dimitrios Kanoulas and Luca Muratore and Darwin G. Caldwell and Nikos G. Tsagarakis year = 2017 }
@inproceedings{Hashimoto2017, title = Neural Machine Translation with Source-Side Latent Graph Parsing authors = Kazuma Hashimoto and Yoshimasa Tsuruoka year = 2017 booktitle = Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing month = September pages = 125--135 URL = https://www.aclweb.org/anthology/D17-1012 }
@article{Kaiser2017, title = One Model To Learn Them All authors = Lukasz Kaiser and Aidan N Gomez and Noam Shazeer and Ashish Vaswani and Niki Parmar and Llion Jones and Jakob Uszkoreit year = 2017 journal = ArXiv month = 06 URL = http://arxiv.org/abs/1706.05137 }
@article{Mostafazadeh2017, title = Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation authors = Nasrin Mostafazadeh and Chris Brockett and Bill Dolan and Michel Galley and Jianfeng Gao and Georgios P Spithourakis and Lucy Vanderwende year = 2017 journal = ArXiv month = 01 URL = https://arxiv.org/abs/1701.08251 }
@article{Bousmalis2017, title = Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping authors = Konstantinos Bousmalis and Alex Irpan and Paul Wohlhart and Yunfei Bai and Matthew Kelcey and Mrinal Kalakrishnan and Laura Downs and Julian Ibarz and Peter Pastor and Kurt Konolige and Sergey Levin and Vincent Vanhoucke year = 2017 }
@article{Bilen2017, title = Universal representations:The missing link between faces, text, planktons, and cat breeds authors = Hakan Bilen and Andrea Vedaldi year = 2017 journal = ArXiv month = 01 URL = https://arxiv.org/abs/1701.07275 }
@inproceedings{Brunner2017, title = {Teaching a Machine to Read Maps with Deep Reinforcement Learning} authors = Gino Brunner and Oliver Richter and Yuyi Wang and Roger Wattenhofer year = 2017 booktitle = Proceedings of the 32nd AAAI Conference on Artificial Intelligence month = ov, URL = https://arxiv.org/abs/1711.07479v1 }
@inproceedings{Shrivastava2017, title = Learning from Simulated and Unsupervised Images through Adversarial Training authors = Ashish Shrivastava and Tomas Pfister and Oncel Tuzel and Josh Susskind and Wenda Wang and Russ Webb year = 2017 booktitle = CVPR URL = http://arxiv.org/abs/1612.07828 }
@inproceedings{Tomczak2017, title = {VAE with a VampPrior} authors = Jakub M. Tomczak and Max Welling year = 2017 booktitle = 16 pages, final version, AISTATS 2018 month = 05 URL = https://arxiv.org/abs/1705.07120 }
@article{Heinrich2017, title = Interactive Natural Language Acquisition in a Multi-modal Recurrent Neural Architecture authors = Stefan Heinrich and Stefan Wermter year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.08513 }
@inproceedings{Bordes2017, title = Learning End-to-End Goal-Oriented Dialog authors = Antoine Bordes and Jason Weston year = 2017 booktitle = ICLR URL = http://arxiv.org/abs/1605.07683 }
@article{Fernando2017, title = PathNet: Evolution Channels Gradient Descent in Super Neural Networks authors = Chrisantha Fernando and Dylan Banarse and Charles Blundell and Yori Zwols and David Ha and Andrei A Rusu and Alexander Pritzel and Daan Wierstra year = 2017 journal = ArXiv month = 01 URL = https://arxiv.org/abs/1701.08734 }
@inproceedings{Racani\`{e}re2017, title = Imagination-Augmented Agents for Deep Reinforcement Learning authors = S\'{e}bastien Racani\`{e}re and Theophane Weber and David Reichert and Lars Buesing and Arthur Guez and Danilo Jimenez Rezende and Adri\`{a} Puigdom\`{e}nech Badia and Oriol Vinyals and Nicolas Heess and Yujia Li and Razvan Pascanu and Peter Battaglia and Demis Hassabis and David Silver and Daan Wierstra year = 2017 booktitle = Advances in Neural Information Processing Systems 30 pages = 5690--5701 URL = http://papers.nips.cc/paper/7152-imagination-augmented-agents-for-deep-reinforcement-learning.pdf }
@article{Press2017, title = Language Generation with Recurrent Generative Adversarial Networks without Pre-training authors = Ofir Press and Amir Bar and Ben Bogin and Jonathan Berant and Lior Wolf year = 2017 journal = ArXiv month = 06 URL = https://arxiv.org/abs/1706.01399 }
@article{Landsiedel2017, title = A review of spatial reasoning and interaction for real-world robotics authors = C. Landsiedel and V. Rieser and M. Walter and D. Wollherr year = 2017 journal = Advanced Robotics number = 5 pages = 222-242 volume = 31 doi = 10.1080/01691864.2016.1277554 }
@inproceedings{Gopalan2017, title = Planning with Abstract Markov Decision Processes authors = Nakul Gopalan and Marie desJardins and Michael L. Littman and James MacGlashan and Shawn Squire and Stefanie Tellex and John Winder and Lawson L.S. Wong year = 2017 booktitle = Twenty-Seventh International Conference on Automated Planning and Scheduling URL = https://www.aaai.org/ocs/index.php/ICAPS/ICAPS17/paper/viewPaper/15759 }
@article{Wang2017, title = On the Origin of Deep Learning authors = Haohan Wang and Bhiksha Raj and Eric P Xing year = 2017 journal = ArXiv month = 02 URL = https://arxiv.org/abs/1702.07800 }
@article{Lin2017, title = {Action Recognition with Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion} authors = Weiyao Lin and Yang Mi and Jianxin Wu and Ke Lu and Hongkai Xiong year = 2017 month = ov, URL = https://arxiv.org/abs/1711.07430 }
@article{Yu2017, title = A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment authors = Haonan Yu and Haichao Zhang and Wei Xu year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.09831 }
@article{Li2017, title = Dynamic Computational Time for Visual Attention authors = Zhichao Li and Yi Yang and Xiao Liu and Shilei Wen and Wei Xu year = 2017 journal = ArXiv month = 03 URL = https://arxiv.org/abs/1703.10332 }
@inproceedings{Jin2017, title = Predicting Scene Parsing and Motion Dynamics in the Future authors = Xiaojie Jin and Huaxin Xiao and Xiaohui Shen and Jimei Yang and Zhe Lin and Yunpeng Chen and Zequn Jie and Jiashi Feng and Shuicheng Yan year = 2017 booktitle = NIPS URL = https://arxiv.org/abs/1711.03270v1 }
@article{Lim2017, title = Geometric GAN authors = Jae Hyun Lim and Jong Chul Ye year = 2017 journal = ArXiv month = 05 URL = https://arxiv.org/abs/1705.02894 }
@article{Qiao2017, title = Few-Shot Image Recognition by Predicting Parameters from Activations authors = Siyuan Qiao and Chenxi Liu and Wei Shen and Alan Yuille year = 2017 }
@article{Qiao2017, title = {ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond} authors = Siyuan Qiao and Wei Shen and Weichao Qiu and Chenxi Liu and Alan Yuille year = 2017 month = pr, URL = https://arxiv.org/abs/1704.06752 }
@article{Andrychowicz2017, title = {Hindsight Experience Replay} authors = Marcin Andrychowicz and Filip Wolski and Alex Ray and Jonas Schneider and Rachel Fong and Peter Welinder and Bob McGrew and Josh Tobin and Pieter Abbeel and Wojciech Zaremba year = 2017 month = 07 URL = https://arxiv.org/abs/1707.01495 }
@article{Konstas2017, title = Neural AMR: Sequence-to-Sequence Models for Parsing and Generation authors = Ioannis Konstas and Srinivasan Iyer and Mark Yatskar and Yejin Choi and Luke S Zettlemoyer year = 2017 journal = ArXiv month = 04 URL = https://arxiv.org/abs/1704.08381 }
@article{Lee2017, title = Recurrent Additive Networks authors = Kenton Lee and Omer Levy and Luke S Zettlemoyer year = 2017 journal = ArXiv month = 05 URL = https://arxiv.org/abs/1705.07393 }
@article{Lei2017, title = Training RNNs as Fast as CNNs authors = Tao Lei and Yu Zhang year = 2017 }
@article{Anderson2017, title = Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering authors = Peter Anderson and Xiaodong He and Chris Buehler and Damien Teney and Mark Johnson and Stephen Gould and Lei Zhang year = 2017 journal = Visual Question Answering Challenge at CVPR 2017 }
@inproceedings{Tian2017, title = How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models authors = Zhiliang Tian and Rui Yan and Lili Mou and Yiping Song and Yansong Feng and Dongyan Zhao year = 2017 booktitle = Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = 07 pages = 231--236 URL = http://aclweb.org/anthology/P17-2036 }
@article{Kay2017, title = {The Kinetics Human Action Video Dataset} authors = Will Kay and Joao Carreira and Karen Simonyan and Brian Zhang and Chloe Hillier and Sudheendra Vijayanarasimhan and Fabio Viola and Tim Green and Trevor Back and Paul Natsev and Mustafa Suleyman and Andrew Zisserman year = 2017 journal = arXiv:1705.06950 month = 05 URL = https://arxiv.org/abs/1705.06950 }
@inproceedings{Carreira2017, title = {Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset} authors = Joao Carreira and Andrew Zisserman year = 2017 booktitle = IEEE Conference on Computer Vision and Pattern Recognition (CVPR) month = 05 URL = https://arxiv.org/abs/1705.07750 }
@inproceedings{Suhr2018, title = {Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation} authors = Alane Suhr and Yoav Artzi year = 2018 booktitle = ACL 2018 month = 05 URL = https://arxiv.org/abs/1805.10209 }
@article{Yan2018, title = {CHALET: Cornell House Agent Learning Environment} authors = Claudia Yan and Dipendra Misra and Andrew Bennett and Aaron Walsman and Yonatan Bisk and Yoav Artzi year = 2018 journal = ArXiv Preprint 1801.07357 URL = https://arxiv.org/abs/1801.07357 }
@inproceedings{Bauer2018, title = Commonsense for Generative Multi-Hop Question Answering Tasks authors = Lisa Bauer and Yicheng Wang and Mohit Bansal year = 2018 booktitle = EMNLP }
@article{s}ka2018, title = Memorize or generalize? Searching for a compositional RNN in a haystack authors = Adam Li{\v s}ka and Germ{\'a}n Kruszewski and Marco Baroni year = 2018 month = 02 URL = https://arxiv.org/abs/1802.06467v1 }
@inproceedings{Gulordava2018, title = {Colorless green recurrent networks dream hierarchically} authors = Kristina Gulordava and Piotr Bojanowski and Edouard Grave and Tal Linzen and Marco Baroni year = 2018 booktitle = Accepted to NAACL 2018 month = 03 URL = https://arxiv.org/abs/1803.11138 }
@inproceedings{Lake2018, title = Generalization without Systematicity:On the Compositional Skills of Sequence-to-Sequence Recurrent Networks authors = Brenden M. Lake and Marco Baroni year = 2018 booktitle = 35th International Conference on Machine Learning URL = https://arxiv.org/abs/1711.00350 }
@article{Sutton2018, title = Reinforcement Learning: An Introduction. Second edition authors = Richard S Sutton and Andrew G Barto year = 2018 month = 09 pages = 1--341 }
@inproceedings{Das2018, title = Embodied Question Answering authors = Abhishek Das and Samyak Datta and Georgia Gkioxari and Stefan Lee and Devi Parikh and Dhruv Batra year = 2018 booktitle = In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition URL = https://arxiv.org/abs/1711.11543 }
@article{Chevalier-Boisvert2018, title = {BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop} authors = Maxime Chevalier-Boisvert and Dzmitry Bahdanau and Salem Lahlou and Lucas Willems and Chitwan Saharia and Thien Huu Nguyen and Yoshua Bengio year = 2018 journal = Preprint. Work in progress month = 10 URL = https://arxiv.org/abs/1810.08272 }
@article{Yang2018, title = {Unsupervised Text Style Transfer using Language Models as Discriminators} authors = Zichao Yang and Zhiting Hu and Chris Dyer and Eric P. Xing and Taylor Berg-Kirkpatrick year = 2018 month = 05 URL = https://arxiv.org/abs/1805.11749 }
@inproceedings{Cirik2018, title = {Visual Referring Expression Recognition: What Do Systems Actually Learn?} authors = Volkan Cirik and Louis-Philippe Morency and Taylor Berg-Kirkpatrick year = 2018 booktitle = NAACL2018 short month = 05 URL = https://arxiv.org/abs/1805.11818 }
@inproceedings{He2018, title = {Unsupervised Learning of Syntactic Structure with Invertible Neural Projections} authors = Junxian He and Graham Neubig and Taylor Berg-Kirkpatrick year = 2018 booktitle = EMNLP 2018 month = 08 URL = https://arxiv.org/abs/1808.09111 }
@inproceedings{Lei2018, title = TVQA: Localized, Compositional Video Question Answering authors = Jie Lei and Licheng Yu and Mohit Bansal and Tamara L Berg year = 2018 booktitle = EMNLP }
@inproceedings{Yu2018, title = {MAttNet: Modular Attention Network for Referring Expression Comprehension} authors = Licheng Yu and Zhe Lin and Xiaohui Shen and Jimei Yang and Xin Lu and Mohit Bansal and Tamara L. Berg year = 2018 booktitle = 14 pages, 13 figures, Project and Demo: http://gpuvision.cs.unc.edu/refer/comprehension month = 01 URL = https://arxiv.org/abs/1801.08186 }
@inproceedings{Pezzelle2018, title = {Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision} authors = Sandro Pezzelle and Ionut-Teodor Sorodoc and Raffaella Bernardi year = 2018 booktitle = 12 pages (references included). To appear in the Proceedings of NAACL-HLT 2018 month = 04 URL = https://arxiv.org/abs/1804.05018v1 }
@inproceedings{Gurari2018, title = VizWiz Grand Challenge: Answering Visual Questions from Blind People authors = Danna Gurari and Qing Li and Abigale J. Stangl and Anhong Guo and Chi Lin and Kristen Grauman and Jiebo Luo and Jeffrey P. Bigham year = 2018 booktitle = Accepted to CVPR 2018 URL = https://arxiv.org/abs/1802.08218 }
@inproceedings{Tran2018, title = Inducing Grammars with and for Neural Machine Translation authors = Ke Tran and Yonatan Bisk year = 2018 booktitle = Proceedings of the 2nd Workshop on Neural Machine Translation }
@inproceedings{Zhou2018, title = A Dataset for Document Grounded Conversations authors = Kangyan Zhou and Shrimai Prabhumoye and Alan W Black year = 2018 booktitle = Conference on Empirical Methods in Natural Language Processing (EMNLP) URL = https://arxiv.org/abs/1809.07358 }
@inproceedings{Lee2018, title = {Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for Contact-Rich Tasks} authors = Michelle A. Lee and Yuke Zhu and Krishnan Srinivasan and Parth Shah and Silvio Savarese and Li Fei-Fei and Animesh Garg and Jeannette Bohg year = 2018 booktitle = ICRA 2019 month = 10 URL = https://arxiv.org/abs/1810.10191 }
@article{Rabinowitz2018, title = Machine Theory of Mind authors = Neil C. Rabinowitz and Frank Perbet and H. Francis Song and Chiyuan Zhang and S.M. Ali Eslami and Matthew Botvinick year = 2018 journal = arXiv:1802.07740 URL = https://arxiv.org/abs/1802.07740 }
@article{Piloto2018, title = {Probing Physics Knowledge Using Tools from Developmental Psychology} authors = Luis Piloto and Ari Weinstein and Dhruva TB and Arun Ahuja and Mehdi Mirza and Greg Wayne and David Amos and Chia-chun Hung and Matt Botvinick year = 2018 month = 04 URL = https://arxiv.org/abs/1804.01128v1 }
@inproceedings{Morcos2018, title = {On the importance of single directions for generalization} authors = Ari S. Morcos and David G. T. Barrett and Neil C. Rabinowitz and Matthew Botvinick year = 2018 booktitle = ICLR 2018 month = 03 URL = https://arxiv.org/abs/1803.06959 }
@article{James2018, title = {Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks} authors = Stephen James and Paul Wohlhart and Mrinal Kalakrishnan and Dmitry Kalashnikov and Alex Irpan and Julian Ibarz and Sergey Levine and Raia Hadsell and Konstantinos Bousmalis year = 2018 month = 12 URL = https://arxiv.org/abs/1812.07252 }
@inproceedings{Camgoz2018, title = Neural Sign Language Translation authors = Necati Cihan Camgoz and Simon Hadfield and Oscar Koller and Hermann Ney and Richard Bowden year = 2018 booktitle = CVPR pages = 7784 -- 7793 URL = http://openaccess.thecvf.com/content_cvpr_2018/papers/Camgoz_Neural_Sign_Language_CVPR_2018_paper.pdf }
@inproceedings{Nangia2018, title = {ListOps: A Diagnostic Dataset for Latent Tree Learning} authors = Nikita Nangia and Samuel R. Bowman year = 2018 booktitle = NAACL-SRW month = 04 URL = https://arxiv.org/abs/1804.06028v1 }
@article{Brown2018, title = Methodological Cyborg as Black Feminist Technology: Constructing the Social Self Using Computational Digital Autoethnography and Social Media authors = Nicole M Brown year = 2018 journal = Cultural Studies ↔ Critical Methodologies month = January doi = 10.1177/1532708617750178 }
@inproceedings{Niculae2018, title = {SparseMAP: Differentiable Sparse Structured Inference} authors = Vlad Niculae and Andr{\'e} F. T. Martins and Mathieu Blondel and Claire Cardie year = 2018 booktitle = 15 pages, including appendix month = 02 URL = https://arxiv.org/abs/1802.04223 }
@inproceedings{Buys2018, title = Bridging HMMs and RNNs through Architectural Transformations authors = Jan Buys and Yonatan Bisk and Yejin Choi year = 2018 booktitle = 32nd Conference on Neural Information Processing Systems (NIPS 2018), IRASL workshop }
@inproceedings{Zellers2018, title = SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference authors = Rowan Zellers and Yonatan Bisk and Roy Schwartz and Yejin Choi year = 2018 booktitle = Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) }
@inproceedings{Cao2018, title = Emergent Communication through Negotiation authors = Kris Cao and Angeliki Lazaridou and Marc Lanctot and Joel Z Leibo and Karl Tuyls and Stephen Clark year = 2018 booktitle = International Conference on Learning Representations URL = https://openreview.net/forum?id }
@article{Morgan2018, title = {Prestige drives epistemic inequality in the diffusion of scientific ideas} authors = Allison C. Morgan and Dimitrios Economou and Samuel F. Way and Aaron Clauset year = 2018 month = 05 URL = https://arxiv.org/abs/1805.09966 }
@article{Such2018, title = Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning authors = Felipe Petroski Such and Vashisht Madhavan and Edoardo Conti and Joel Lehman and Kenneth O. Stanley and Jeff Clune year = 2018 URL = https://arxiv.org/abs/1712.06567 }
@article{S{\"u}nderhauf2018, title = The limits and potentials of deep learning for robotics authors = Niko S{\"u}nderhauf and Oliver Brock and Walter Scheirer and Raia Hadsell and Dieter Fox and J{\"u}rgen Leitner and Ben Upcroft and Pieter Abbeel and Wolfram Burgard and Michael Milford and Peter Corke year = 2018 journal = The International Journal of Robotics Research month = April number = 4 -- 5 pages = 405 -- 420 volume = 37 doi = 10.1177/0278364918770733 }
@article{Kirov2018, title = {Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate} authors = Christo Kirov and Ryan Cotterell year = 2018 journal = TACL month = 07 URL = https://arxiv.org/abs/1807.04783 }
@inproceedings{Saxe2018, title = On the Information Bottleneck Theory of Deep Learning authors = Andrew M. Saxe and Yamini Bansal and Joel Dapello and Madhu Advani and Artemy Kolchinksy and Brendan D. Tracey and David D. Cox year = 2018 booktitle = ICLR }
@inproceedings{Goyal2018, title = {Think Visually: Question Answering through Virtual Imagery} authors = Ankit Goyal and Jian Wang and Jia Deng year = 2018 booktitle = ACL month = 05 URL = https://arxiv.org/abs/1805.11025v1 }
@article{Selsam2018, title = {Learning a SAT Solver from Single-Bit Supervision} authors = Daniel Selsam and Matthew Lamm and Benedikt Bunz and Percy Liang and Leonardo de Moura and David L. Dill year = 2018 month = 02 URL = https://arxiv.org/abs/1802.03685 }
@inproceedings{Yang2018, title = Extracting Commonsense Properties from Embeddings with Limited Human Guidance authors = Yiben Yang and Larry Birnbaum and Ji-Ping Wang and Doug Downey year = 2018 booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = jul pages = 644--649 URL = https://www.aclweb.org/anthology/P18-2102 }
@inproceedings{Zhang2018, title = {ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension} authors = Sheng Zhang and Xiaodong Liu and Jingjing Liu and Jianfeng Gao and Kevin Duh and Benjamin Van Durme year = 2018 booktitle = 14 pages month = 10 URL = https://arxiv.org/abs/1810.12885 }
@inproceedings{Poliak2018, title = {Hypothesis Only Baselines in Natural Language Inference} authors = Adam Poliak and Jason Naradowsky and Aparajita Haldar and Rachel Rudinger and Benjamin {Van Durme} year = 2018 booktitle = Joint Conference on Lexical and Computational Semantics (StarSem) URL = http://aclweb.org/anthology/S18-2023 }
@inproceedings{Dubey2018, title = Investigating Human Priors for Playing Video Games authors = Rachit Dubey and Pulkit Agrawal and Deepak Pathak and Thomas L. Griffiths and Alexei A. Efros year = 2018 booktitle = ICML URL = https://arxiv.org/abs/1802.10217 }
@inproceedings{Wang2018, title = {Modeling Semantic Plausibility by Injecting World Knowledge} authors = Su Wang and Greg Durrett and Katrin Erk year = 2018 booktitle = camera-ready draft (with link to data), Published at NAACL 2018 as a conference paper (oral) month = 04 URL = https://arxiv.org/abs/1804.00619 }
@article{Garnelo2018, title = {Conditional Neural Processes} authors = Marta Garnelo and Dan Rosenbaum and Chris J. Maddison and Tiago Ramalho and David Saxton and Murray Shanahan and Yee Whye Teh and Danilo J. Rezende and S. M. Ali Eslami year = 2018 month = 07 URL = https://arxiv.org/abs/1807.01613 }
@article{Redmon2018, title = YOLOv3: An Incremental Improvement authors = Joseph Redmon and Ali Farhadi year = 2018 URL = https://arxiv.org/abs/1804.02767 }
@inproceedings{Gordon2018, title = {IQA: Visual Question Answering in Interactive Environments} authors = Daniel Gordon and Aniruddha Kembhavi and Mohammad Rastegari and Joseph Redmon and Dieter Fox and Ali Farhadi year = 2018 booktitle = In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition month = ec, URL = https://arxiv.org/abs/1712.03316 }
@inproceedings{Mandlekar2018, title = {RoboTurk: A Crowdsourcing Platform for Robotic Skill Learning through Imitation} authors = Ajay Mandlekar and Yuke Zhu and Animesh Garg and Jonathan Booher and Max Spero and Albert Tung and Julian Gao and John Emmons and Anchit Gupta and Emre Orbay and Silvio Savarese and Li Fei-Fei year = 2018 booktitle = CoRL month = 11 URL = https://arxiv.org/abs/1811.02790v1 }
@inproceedings{Raileanu2018, title = Modeling Others using Oneself in Multi-Agent Reinforcement Learning authors = Roberta Raileanu and Emily Denton and Arthur Szlam and Rob Fergus year = 2018 booktitle = Proceedings of the 35th International Conference on Machine Learning month = 10--15 Jul pages = 4257--4266 volume = 80 URL = http://proceedings.mlr.press/v80/raileanu18a.html }
@inproceedings{Srinivas2018, title = Universal Planning Networks: Learning Generalizable Representations for Visuomotor Control authors = Aravind Srinivas and Allan Jabri and Pieter Abbeel and Sergey Levine and Chelsea Finn year = 2018 booktitle = Proceedings of the 35th International Conference on Machine Learning month = 10--15 Jul pages = 4732--4741 volume = 80 URL = http://proceedings.mlr.press/v80/srinivas18b.html }
@inproceedings{Byravan2018, title = SE3-Pose-Nets: Structured Deep Dynamics Models for Visuomotor Planning and Control authors = Arunkumar Byravan and Felix Leeb and Franziska Meier and Dieter Fox year = 2018 booktitle = IEEE International Conference on Robotics and Automation (ICRA) }
@inproceedings{Tung2018, title = {Reward Learning from Narrated Demonstrations} authors = Hsiao-Yu Fish Tung and Adam W. Harley and Liang-Kang Huang and Katerina Fragkiadaki year = 2018 booktitle = Conference on Computer Vision and Pattern Recognition (CVPR) 2018 month = 04 URL = https://arxiv.org/abs/1804.10692 }
@inproceedings{Choi2018, title = {Compositional Obverter Communication Learning From Raw Visual Input} authors = Edward Choi and Angeliki Lazaridou and Nando de Freitas year = 2018 booktitle = ICLR month = 04 URL = https://arxiv.org/abs/1804.02341v1 }
@article{Aytar2018, title = {Playing hard exploration games by watching YouTube} authors = Yusuf Aytar and Tobias Pfaff and David Budden and Tom Le Paine and Ziyu Wang and Nando de Freitas year = 2018 month = 05 URL = https://arxiv.org/abs/1805.11592 }
@inproceedings{Vu2018, title = {Grounded Textual Entailment} authors = Hoa Trong Vu and Claudio Greco and Aliia Erofeeva and Somayeh Jafaritazehjan and Guido Linders and Marc Tanti and Alberto Testoni and Raffaella Bernardi and Albert Gatt year = 2018 booktitle = COLING month = 06 URL = https://arxiv.org/abs/1806.05645 }
@article{Cruz-Barbosa2018, title = Representation Learning for Class C G Protein-Coupled Receptors Classification authors = Ra{\'u}l Cruz-Barbosa and Erik-German Ramos-P{\'e}rez and Jes{\'u}s Giraldo year = 2018 journal = Molecules number = 3 volume = 23 doi = 10.3390/molecules23030690 URL = http://www.mdpi.com/1420-3049/23/3/690 }
@inproceedings{Wu2018, title = {Long-Term Feature Banks for Detailed Video Understanding} authors = Chao-Yuan Wu and Christoph Feichtenhofer and Haoqi Fan and Kaiming He and Philipp Krähenbühl and Ross Girshick year = 2018 booktitle = Code and models are available at https://github.com/facebookresearch/video-long-term-feature-banks month = 12 URL = https://arxiv.org/abs/1812.05038 }
@inproceedings{Glockner2018, title = Breaking NLI Systems with Sentences that Require Simple Lexical Inferences authors = Max Glockner and Vered Shwartz and Yoav Goldberg year = 2018 booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) month = July pages = 650--655 }
@inproceedings{Ma2018, title = Attend and Interact: Higher-Order Object Interactions for Video Understanding authors = Chih-Yao Ma and Asim Kadav and Iain Melvin and Zsolt Kira and Ghassan AlRegib and Hans Peter Graf year = 2018 booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) month = une, URL = https://arxiv.org/abs/1711.06330 }
@article{Amarasekara2018, title = Exploring the YouTube science communication gender gap: A sentiment analysis authors = Inoka Amarasekara and Will J Grant year = 2018 journal = Public Understanding of Science month = July doi = 10.1177/0963662518786654 }
@article{Evans2018, title = Learning Explanatory Rules from Noisy Data authors = Richard Evans and Edward Grefenstette year = 2018 journal = Journal of Artificial Intelligence Research volume = 61 }
@article{Kocisky2018, title = The NarrativeQA Reading Comprehension Challenge authors = Tomas Kocisky and Jonathan Schwarz and Phil Blunsom and Chris Dyer and Karl Moritz Hermann and Gabor Melis and Edward Grefenstette year = 2018 journal = Transactions of the Association for Computational Linguistics pages = 317--328 volume = 6 URL = https://transacl.org/ojs/index.php/tacl/article/view/1197 }
@article{Bahdanau2018, title = {Learning to Follow Language Instructions with Adversarial Reward Induction} authors = Dzmitry Bahdanau and Felix Hill and Jan Leike and Edward Hughes and Pushmeet Kohli and Edward Grefenstette year = 2018 month = 06 URL = https://arxiv.org/abs/1806.01946 }
@inproceedings{Chang2018, title = {Automatically Composing Representation Transformations as a Means for Generalization} authors = Michael B. Chang and Abhishek Gupta and Sergey Levine and Thomas L. Griffiths year = 2018 booktitle = ICML workshop Neural Abstract Machines \\& Program Induction month = 07 URL = https://arxiv.org/abs/1807.04640 }
@inproceedings{Hester2018, title = {Learning from Demonstrations for Real World Reinforcement Learning} authors = Todd Hester and Matej Vecerik and Olivier Pietquin and Marc Lanctot and Tom Schaul and Bilal Piot and Andrew Sendonaris and Gabriel Dulac-Arnold and Ian Osband and John Agapiou and Joel Z. Leibo and Audrunas Gruslys year = 2018 booktitle = AAAI URL = https://arxiv.org/abs/1704.03732 }
@inproceedings{Schwarz2018, title = {Progress \\& Compress: A scalable framework for continual learning} authors = Jonathan Schwarz and Jelena Luketina and Wojciech M. Czarnecki and Agnieszka Grabska-Barwinska and Yee Whye Teh and Razvan Pascanu and Raia Hadsell year = 2018 booktitle = ICML 2018 month = 05 URL = https://arxiv.org/abs/1805.06370 }
@article{Paxton2018, title = {Visual Robot Task Planning} authors = Chris Paxton and Yotam Barnoy and Kapil Katyal and Raman Arora and Gregory D. Hager year = 2018 month = 03 URL = https://arxiv.org/abs/1804.00062v1 }
@inproceedings{Paxton2018, title = Visual Robot Task Planning authors = Chris Paxton and Yotam Barnoy and Kapil Katyal and Raman Arora and Gregory D. Hager year = 2018 }
@inproceedings{Liang2018, title = {Focal Visual-Text Attention for Visual Question Answering} authors = Junwei Liang and Lu Jiang and Liangliang Cao and Li-Jia Li and Alexander Hauptmann year = 2018 booktitle = In CVPR 2018. Code, models and dataset are available here: https://memexqa.cs.cmu.edu/ month = 06 URL = https://arxiv.org/abs/1806.01873 }
@article{Feichtenhofer2018, title = SlowFast Networks for Video Recognition authors = Christoph Feichtenhofer and Haoqi Fan and Jitendra Malik and Kaiming He year = 2018 URL = https://arxiv.org/abs/1812.03982 }
@inproceedings{Xu2018, title = AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks authors = Tao Xu and Pengchuan Zhang and Qiuyuan Huang and Han Zhang and Zhe Gan and Xiaolei Huang and Xiaodong He year = 2018 booktitle = CVPR URL = https://arxiv.org/abs/1711.10485 }
@inproceedings{Wu2018, title = {Group Normalization} authors = Yuxin Wu and Kaiming He year = 2018 booktitle = tech report month = 03 URL = https://arxiv.org/abs/1803.08494 }
@inproceedings{Zhu2018, title = {Reinforcement and Imitation Learning for Diverse Visuomotor Skills} authors = Yuke Zhu and Ziyu Wang and Josh Merel and Andrei Rusu and Tom Erez and Serkan Cabi and Saran Tunyasuvunakool and J{\'a}nos Kram{\'a}r and Raia Hadsell and Nando de Freitas and Nicolas Heess year = 2018 booktitle = 13 pages, 6 figures month = 02 URL = https://arxiv.org/abs/1802.09564 }
@article{Henrik2018, title = Children and Gender Inequality: Evidence from Denmark authors = Kleven Henrik year = 2018 month = January URL = http://www.nber.org/papers/w24219 }
@article{Ramalho2018, title = {Encoding Spatial Relations from Natural Language} authors = Tiago Ramalho and Tom{\'a}{\v s} Kocisk{\'y} and Frederic Besse and S. M. Ali Eslami and G{\'a}bor Melis and Fabio Viola and Phil Blunsom and Karl Moritz Hermann year = 2018 month = 07 URL = https://arxiv.org/abs/1807.01670 }
@inproceedings{Shridhar2018, title = {Interactive Visual Grounding of Referring Expressions for Human-Robot Interaction} authors = Mohit Shridhar and David Hsu year = 2018 booktitle = In Robotics: Science \\& Systems (RSS) 2018 month = 06 URL = https://arxiv.org/abs/1806.03831v1 }
@inproceedings{Rao2018, title = {Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information} authors = Sudha Rao and Hal Daum{\'e} III year = 2018 booktitle = ACL month = 05 URL = https://arxiv.org/abs/1805.04655 }
@inproceedings{Khandelwal2018, title = {Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context} authors = Urvashi Khandelwal and He He and Peng Qi and Dan Jurafsky year = 2018 booktitle = ACL 2018 month = 05 URL = https://arxiv.org/abs/1805.04623 }
@article{Espeholt2018, title = {IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures} authors = Lasse Espeholt and Hubert Soyer and Remi Munos and Karen Simonyan and Volodymir Mnih and Tom Ward and Yotam Doron and Vlad Firoiu and Tim Harley and Iain Dunning and Shane Legg and Koray Kavukcuoglu year = 2018 month = 02 URL = https://arxiv.org/abs/1802.01561 }
@article{Hahn2018, title = {Modeling Task Effects in Human Reading with Neural Attention} authors = Michael Hahn and Frank Keller year = 2018 month = 07 URL = https://arxiv.org/abs/1808.00054 }
@inproceedings{Bunel2018, title = Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis authors = Rudy Bunel and Matthew Hausknecht and Jacob Devlin and Rishabh Singh and Pushmeet Kohli year = 2018 booktitle = International Conference on Learning Representations URL = https://openreview.net/forum?id }
@article{Bai2018, title = {An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling} authors = Shaojie Bai and J. Zico Kolter and Vladlen Koltun year = 2018 month = 03 URL = https://arxiv.org/abs/1803.01271 }
@inproceedings{Reddi2018, title = On the Convergence of Adam and Beyond authors = Sashank J. Reddi and Satyen Kale and Sanjiv Kumar year = 2018 booktitle = International Conference on Learning Representations URL = https://openreview.net/forum?id }
@article{Biau2018, title = {Some Theoretical Properties of GANs} authors = G. Biau and LPSM and B. Cadre and ENS Rennes and M. Sangnier and LPSM and U. Tanielian and LPSM year = 2018 month = 03 URL = https://arxiv.org/abs/1803.07819 }
@inproceedings{Feinman2018, title = {Learning Inductive Biases with Simple Neural Networks} authors = Reuben Feinman and Brenden M. Lake year = 2018 booktitle = Submitted to CogSci 2018 month = 02 URL = https://arxiv.org/abs/1802.02745v1 }
@inproceedings{Jang2018, title = {Grasp2Vec: Learning Object Representations from Self-Supervised Grasping} authors = Eric Jang and Coline Devin and Vincent Vanhoucke and Sergey Levine year = 2018 booktitle = CoRL 2018. Eric Jang and Coline Devin contributed equally to this work month = 11 URL = https://arxiv.org/abs/1811.06964 }
@article{Kalashnikov2018, title = {QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation} authors = Dmitry Kalashnikov and Alex Irpan and Peter Pastor and Julian Ibarz and Alexander Herzog and Eric Jang and Deirdre Quillen and Ethan Holly and Mrinal Kalakrishnan and Vincent Vanhoucke and Sergey Levine year = 2018 month = 06 URL = https://arxiv.org/abs/1806.10293 }
@article{Rhinehart2018, title = {Deep Imitative Models for Flexible Inference, Planning, and Control} authors = Nicholas Rhinehart and Rowan McAllister and Sergey Levine year = 2018 month = 10 URL = https://arxiv.org/abs/1810.06544 }
@article{Lee2018, title = {Stochastic Adversarial Video Prediction} authors = Alex X. Lee and Richard Zhang and Frederik Ebert and Pieter Abbeel and Chelsea Finn and Sergey Levine year = 2018 month = 04 URL = https://arxiv.org/abs/1804.01523 }
@article{Peng2018, title = {Variational Discriminator Bottleneck: Improving Imitation Learning, Inverse RL, and GANs by Constraining Information Flow} authors = Xue Bin Peng and Angjoo Kanazawa and Sam Toyer and Pieter Abbeel and Sergey Levine year = 2018 month = 10 URL = https://arxiv.org/abs/1810.00821 }
@article{Eysenbach2018, title = {Diversity is All You Need: Learning Skills without a Reward Function} authors = Benjamin Eysenbach and Abhishek Gupta and Julian Ibarz and Sergey Levine year = 2018 month = 02 URL = https://arxiv.org/abs/1802.06070v1 }
@article{Suarez2018, title = {DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer} authors = Joseph Suarez and Justin Johnson and Fei-Fei Li year = 2018 month = 03 URL = https://arxiv.org/abs/1803.11361v1 }
@article{Wayne2018, title = {Unsupervised Predictive Memory in a Goal-Directed Agent} authors = Greg Wayne and Chia-Chun Hung and David Amos and Mehdi Mirza and Arun Ahuja and Agnieszka Grabska-Barwinska and Jack Rae and Piotr Mirowski and Joel Z. Leibo and Adam Santoro and Mevlana Gemici and Malcolm Reynolds and Tim Harley and Josh Abramson and Shakir Mohamed and Danilo Rezende and David Saxton and Adam Cain and Chloe Hillier and David Silver and Koray Kavukcuoglu and Matt Botvinick and Demis Hassabis and Timothy Lillicrap year = 2018 month = 03 URL = https://arxiv.org/abs/1803.10760 }
@inproceedings{Yan2018, title = Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition authors = Sijie Yan and Yuanjun Xiong and Dahua Lin year = 2018 booktitle = AAAI URL = https://arxiv.org/abs/1801.07455 }
@inproceedings{McCoy2018, title = {Revisiting the poverty of the stimulus: hierarchical generalization without a hierarchical bias in recurrent neural networks} authors = R. Thomas McCoy and Robert Frank and Tal Linzen year = 2018 booktitle = Proceedings of the 40th Annual Conference of the Cognitive Science Society; 10 pages month = 02 URL = https://arxiv.org/abs/1802.09091 }
@inproceedings{Chen2018, title = Language-Based Image Editing with Recurrent Attentive Models authors = Jianbo Chen and Yelong Shen and Jianfeng Gao and Jingjing Liu and Xiaodong Liu year = 2018 booktitle = CVPR pages = 8721 -- 8729 URL = http://openaccess.thecvf.com/content_cvpr_2018/papers/Chen_Language-Based_Image_Editing_CVPR_2018_paper.pdf }
@article{Santurkar2018, title = {How Does Batch Normalization Help Optimization? (No, It Is Not About Internal Covariate Shift)} authors = Shibani Santurkar and Dimitris Tsipras and Andrew Ilyas and Aleksander Madry year = 2018 month = 05 URL = https://arxiv.org/abs/1805.11604 }
@article{Belkin2018, title = {Reconciling modern machine learning and the bias-variance trade-off} authors = Mikhail Belkin and Daniel Hsu and Siyuan Ma and Soumik Mandal year = 2018 month = 12 URL = https://arxiv.org/abs/1812.11118 }
@inproceedings{Hudson2018, title = {Compositional Attention Networks for Machine Reasoning} authors = Drew A. Hudson and Christopher D. Manning year = 2018 booktitle = Published as a conference paper at ICLR 2018 month = 03 URL = https://arxiv.org/abs/1803.03067 }
@inproceedings{Yang2018, title = {H}otpot{QA}: A Dataset for Diverse, Explainable Multi-hop Question Answering authors = Zhilin Yang and Peng Qi and Saizheng Zhang and Yoshua Bengio and William Cohen and Ruslan Salakhutdinov and Christopher D. Manning year = 2018 booktitle = Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing month = ct #{- pages = 2369--2380 doi = 10.18653/v1/D18-1259 URL = https://www.aclweb.org/anthology/D18-1259 }
@inproceedings{Bisk2018, title = Learning Interpretable Spatial Operations in a Rich 3D Blocks World authors = Yonatan Bisk and Kevin Shih and Yejin Choi and Daniel Marcu year = 2018 booktitle = Proceedings of the Thirty-Second Conference on Artificial Intelligence (AAAI-18) }
@inproceedings{Matuszek2018, title = Grounded Language Learning: Where Robotics and NLP Meet authors = Cynthia Matuszek year = 2018 booktitle = Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18) pages = 5687 -- 5691 URL = https://www.ijcai.org/proceedings/2018/0810.pdf }
@inproceedings{Vilnis2018, title = {Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures} authors = Luke Vilnis and Xiang Li and Shikhar Murty and Andrew McCallum year = 2018 booktitle = ACL 2018 camera-ready version, 14 pages including appendices month = 05 URL = https://arxiv.org/abs/1805.06627 }
@inproceedings{Thorne2018, title = {FEVER: a large-scale dataset for Fact Extraction and VERification} authors = James Thorne and Andreas Vlachos and Christos Christodoulopoulos and Arpit Mittal year = 2018 booktitle = NAACL2018 month = 03 URL = https://arxiv.org/abs/1803.05355 }
@article{Tran2018, title = {The Importance of Being Recurrent for Modeling Hierarchical Structure} authors = Ke Tran and Arianna Bisazza and Christof Monz year = 2018 month = 03 URL = https://arxiv.org/abs/1803.03585 }
@inproceedings{Cirik2018, title = {Using Syntax to Ground Referring Expressions in Natural Images} authors = Volkan Cirik and Taylor Berg-Kirkpatrick and Louis-Philippe Morency year = 2018 booktitle = AAAI 2018 month = 05 URL = https://arxiv.org/abs/1805.10547v1 }
@inproceedings{Xie2018, title = Rethinking Spatiotemporal Feature Learning For Video Understanding authors = Saining Xie and Chen Sun and Jonathan Huang and Zhuowen Tu and Kevin Murphy year = 2018 booktitle = ECCV URL = https://arxiv.org/abs/1712.04851v1 }
@inproceedings{Park2018, title = Learning Procedures from Text: Codifying How-to Procedures in Deep Neural Networks authors = Hogun Park and Hamid Reza Motahari Nezhad year = 2018 booktitle = WWW '18 Companion URL = hogunpark.com/papers/www2018-procedure.pdf }
@inproceedings{Huang2018, title = Finding "It": Weakly-Supervised Reference-Aware Visual Grounding in Instructional Videos authors = De-An Huang and Shyamal Buch and Lucio Dery and Animesh Garg and Li Fei-Fei and Juan Carlos Niebles year = 2018 booktitle = CVPR }
@article{Zhang2018, title = {Self-Attention Generative Adversarial Networks} authors = Han Zhang and Ian Goodfellow and Dimitris Metaxas and Augustus Odena year = 2018 month = 05 URL = https://arxiv.org/abs/1805.08318 }
@inproceedings{Yang2018, title = Visual Curiosity: Learning to Ask Questions to Learn Visual Recognition authors = Jianwei Yang and Jiasen Lu and Stefan Lee and Dhruv Batra and Devi Parikh year = 2018 booktitle = Conference on Robot Learning (CoRL) URL = https://arxiv.org/abs/1810.00912 }
@article{Pearl2018, title = Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution authors = Judea Pearl year = 2018 journal = University of California, Los Angeles month = January URL = http://ftp.cs.ucla.edu/pub/stat_ser/r475.pdf }
@inproceedings{Zhang2018, title = {Learning to Count Objects in Natural Images for Visual Question Answering} authors = Yan Zhang and Jonathon Hare and Adam Pr{\"u}gel-Bennett year = 2018 booktitle = ICLR 2018 month = 02 URL = https://arxiv.org/abs/1802.05766v1 }
@article{Gao2018, title = {Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers} authors = Ji Gao and Jack Lanchantin and Mary Lou Soffa and Yanjun Qi year = 2018 month = 01 URL = https://arxiv.org/abs/1801.04354 }
@article{Lample2018, title = {Phrase-Based \\& Neural Unsupervised Machine Translation} authors = Guillaume Lample and Myle Ott and Alexis Conneau and Ludovic Denoyer and Marc'Aurelio Ranzato year = 2018 month = 04 URL = https://arxiv.org/abs/1804.07755 }
@article{Mania2018, title = {Simple random search provides a competitive approach to reinforcement learning} authors = Horia Mania and Aurelia Guy and Benjamin Recht year = 2018 month = 03 URL = https://arxiv.org/abs/1803.07055 }
@inproceedings{Spithourakis2018, title = Numeracy for Language Models: Evaluating and Improving their Ability to Predict Numbers authors = Georgios Spithourakis and Sebastian Riedel year = 2018 booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = July pages = 2104--2115 URL = http://www.aclweb.org/anthology/P18-1196 }
@article{Tassa2018, title = DeepMind Control Suite authors = Yuval Tassa and Yotam Doron and Alistair Muldal and Tom Erez and Yazhe Li and Diego de Las Casas and David Budden and Abbas Abdolmaleki and Josh Merel and Andrew Lefrancq and Timothy Lillicrap and Martin Riedmiller year = 2018 month = January URL = https://arxiv.org/abs/1801.00690v1 }
@inproceedings{Florensa2018, title = {Self-supervised Learning of Image Embedding for Continuous Control} authors = Carlos Florensa and Jonas Degrave and Nicolas Heess and Jost Tobias Springenberg and Martin Riedmiller year = 2018 booktitle = NeurIPS month = 01 URL = https://arxiv.org/abs/1901.00943 }
@inproceedings{Cotterell2018, title = Are All Languages Equally Hard to Language-Model? authors = Ryan Cotterell and Sebastian J. Mielke and Jason Eisner and Brian Roark year = 2018 booktitle = Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) month = un, URL = http://cs.jhu.edu/~jason/papers/#cotterell-et-al-2018-lm }
@inproceedings{Donlon2018, title = {GelSlim: A High-Resolution, Compact, Robust, and Calibrated Tactile-sensing Finger} authors = Elliott Donlon and Siyuan Dong and Melody Liu and Jianhua Li and Edward Adelson and Alberto Rodriguez year = 2018 booktitle = IEEE IROS 2018. 9 pages month = 03 URL = https://arxiv.org/abs/1803.00628 }
@inproceedings{Khashabi2018, title = Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences authors = Daniel Khashabi and Snigdha Chaturvedi and Michael Roth and Shyam Upadhyay and Dan Roth year = 2018 booktitle = Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) month = June pages = 252--262 URL = http://www.aclweb.org/anthology/N18-1023 }
@article{Kollar2018, title = Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands authors = Thomas Kollar and Stefanie Tellex and Matthew Walter and Albert Huang and Abraham Bachrach and Sachi Hemachandra and Emma Brunskill and Ashis Banerjee and Deb Roy and Seth Teller and Nicholas Roy year = 2018 journal = Journal of Artificial Intelligence Research URL = https://arxiv.org/abs/1712.01097v1 }
@inproceedings{Kim2018, title = {Semi-Amortized Variational Autoencoders} authors = Yoon Kim and Sam Wiseman and Andrew C. Miller and David Sontag and Alexander M. Rush year = 2018 booktitle = ICML 2018 month = 02 URL = https://arxiv.org/abs/1802.02550 }
@inproceedings{Hu2018, title = Explainable Neural Computation via Stack Neural Module Networks authors = Ronghang Hu and Jacob Andreas and Trevor Darrell and Kate Saenko year = 2018 booktitle = ECCV }
@inproceedings{Xia2018, title = {Gibson Env: Real-World Perception for Embodied Agents} authors = Fei Xia and Amir Zamir and Zhi-Yang He and Alexander Sax and Jitendra Malik and Silvio Savarese year = 2018 booktitle = Access the code, dataset, and project website at http://gibsonenv.vision/ . CVPR 2018 month = 08 URL = https://arxiv.org/abs/1808.10654v1 }
@inproceedings{Zamir2018, title = {Taskonomy: Disentangling Task Transfer Learning} authors = Amir Zamir and Alexander Sax and William Shen and Leonidas Guibas and Jitendra Malik and Silvio Savarese year = 2018 booktitle = CVPR month = 04 URL = https://arxiv.org/abs/1804.08328 }
@inproceedings{Jain2018, title = {Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering} authors = Unnat Jain and Svetlana Lazebnik and Alexander Schwing year = 2018 booktitle = CVPR month = 03 URL = https://arxiv.org/abs/1803.11186 }
@article{Neitz2018, title = {Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models} authors = Alexander Neitz and Giambattista Parascandolo and Stefan Bauer and Bernhard Sch{\"o}lkopf year = 2018 month = 08 URL = https://arxiv.org/abs/1808.04768 }
@article{Recht2018, title = {Do CIFAR-10 Classifiers Generalize to CIFAR-10?} authors = Benjamin Recht and Rebecca Roelofs and Ludwig Schmidt and Vaishaal Shankar year = 2018 month = 06 URL = https://arxiv.org/abs/1806.00451 }
@inproceedings{Hessel2018, title = {Rainbow: Combining Improvements in Deep Reinforcement Learning} authors = Matteo Hessel and Joseph Modayil and Hado van Hasselt and Tom Schaul and Georg Ostrovski and Will Dabney and Dan Horgan and Bilal Piot and Mohammad Azar and David Silver year = 2018 booktitle = AAAI month = 2 URL = https://arxiv.org/abs/1710.02298 }
@article{Subakan2018, title = {Learning the Base Distribution in Implicit Generative Models} authors = Cem Subakan and Oluwasanmi Koyejo and Paris Smaragdis year = 2018 month = 03 URL = https://arxiv.org/abs/1803.04357 }
@inproceedings{Gururangan2018, title = Annotation Artifacts in Natural Language Inference Data authors = Suchin Gururangan and Swabha Swayamdipta and Omer Levy and Roy Schwartz and Samuel Bowman and Noah A. Smith year = 2018 booktitle = Proceedings of the 2018 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) month = un, pages = 107--112 doi = 10.18653/v1/N18-2017 URL = https://www.aclweb.org/anthology/N18-2017 }
@article{Metz2018, title = {Learning Unsupervised Learning Rules} authors = Luke Metz and Niru Maheswaranathan and Brian Cheung and Jascha Sohl-Dickstein year = 2018 month = 03 URL = https://arxiv.org/abs/1804.00222 }
@article{Yang2018, title = Predicting FAD Interacting Residues with Feature Selection and Comprehensive Sequence Descriptors authors = R. Yang and C. Zhang and R. Gao and L. Zhang and Q. Song year = 2018 journal = IEEE/ACM Transactions on Computational Biology and Bioinformatics doi = 10.1109/TCBB.2018.2824332 }
@inproceedings{Dai2018, title = {Syntax-Directed Variational Autoencoder for Structured Data} authors = Hanjun Dai and Yingtao Tian and Bo Dai and Steven Skiena and Le Song year = 2018 booktitle = to appear in ICLR 2018 month = 02 URL = https://arxiv.org/abs/1802.08786 }
@inproceedings{Sharma2018, title = Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning authors = Piyush Sharma and Nan Ding and Sebastian Goodman and Radu Soricut year = 2018 booktitle = Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) month = ul, pages = 2556--2565 doi = 10.18653/v1/P18-1238 URL = https://www.aclweb.org/anthology/P18-1238 }
@article{Fong2018, title = {Seven Sketches in Compositionality: An Invitation to Applied Category Theory} authors = Brendan Fong and David I Spivak year = 2018 month = 03 URL = https://arxiv.org/abs/1803.05316 }
@inproceedings{Riedmiller2018, title = {Learning by Playing - Solving Sparse Reward Tasks from Scratch} authors = Martin Riedmiller and Roland Hafner and Thomas Lampe and Michael Neunert and Jonas Degrave and Tom Van de Wiele and Volodymyr Mnih and Nicolas Heess and Jost Tobias Springenberg year = 2018 booktitle = A video of the rich set of learned behaviours can be found at https://youtu.be/mPKyvocNe_M month = 02 URL = https://arxiv.org/abs/1802.10567 }
@article{Neyshabur2018, title = {Towards Understanding the Role of Over-Parametrization in Generalization of Neural Networks} authors = Behnam Neyshabur and Zhiyuan Li and Srinadh Bhojanapalli and Yann LeCun and Nathan Srebro year = 2018 month = 05 URL = https://arxiv.org/abs/1805.12076 }
@article{Liang2018, title = {Adding One Neuron Can Eliminate All Bad Local Minima} authors = Shiyu Liang and Ruoyu Sun and Jason D. Lee and R. Srikant year = 2018 month = 05 URL = https://arxiv.org/abs/1805.08671 }
@inproceedings{Lipton2018, title = {Troubling Trends in Machine Learning Scholarship} authors = Zachary C. Lipton and Jacob Steinhardt year = 2018 booktitle = ICML 2018: The Debates month = 07 URL = https://arxiv.org/abs/1807.03341 }
@inproceedings{Fox2018, title = Parametrized Hierarchical Procedures for Neural Programming authors = Roy Fox and Richard Shin and Sanjay Krishnan and Ken Goldberg and Dawn Song and Ion Stoica year = 2018 booktitle = International Conference on Learning Representations URL = https://openreview.net/forum?id }
@inproceedings{Thomason2018, title = Guiding Exploratory Behaviors for Multi-Modal Grounding of Linguistic Descriptions authors = Jesse Thomason and Jivko Sinapov and Raymond J. Mooney and Peter Stone year = 2018 booktitle = AAAI URL = https://www.aaai.org/ocs/index.php/AAAI/AAAI18/paper/view/16512/16108 }
@inproceedings{Perera2018, title = Multi-Task Learning for parsing the Alexa Meaning Representation Language authors = Vittorio Perera and Tagyoung Chung and Thomas Kollar and Emma Strubell year = 2018 booktitle = AAAI URL = http://www.tkollar.com/site/papers/pererv-aaai18.pdf }
@article{Radford2018, title = Improving Language Understanding by Generative Pre-Training authors = Alec Radford and Karthik Narasimhan and Tim Salimans and Ilya Sutskever year = 2018 URL = https://openai.com/blog/language-unsupervised/ }
@article{Clark2018, title = {Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge} authors = Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord year = 2018 month = 03 URL = https://arxiv.org/abs/1803.05457 }
@article{Clark2018, title = {What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text} authors = Peter Clark and Bhavana Dalvi and Niket Tandon year = 2018 month = 04 URL = https://arxiv.org/abs/1804.05435v1 }
@inproceedings{Aly2018, title = Towards Understanding Object-Directed Actions: A Generative Model for Grounding Syntactic Categories of Speech Through Visual Perception authors = Amir Aly and Tadahiro Taniguchi year = 2018 booktitle = 2018 IEEE International Conference on Robotics and Automation (ICRA) month = May pages = 7143 -- 7150 }
@article{Garnelo2018, title = {Neural Processes} authors = Marta Garnelo and Jonathan Schwarz and Dan Rosenbaum and Fabio Viola and Danilo J. Rezende and S. M. Ali Eslami and Yee Whye Teh year = 2018 month = 07 URL = https://arxiv.org/abs/1807.01622 }
@inproceedings{Gopalan2018, title = Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications authors = Nakul Gopalan and Dilip Arumugam and Lawson L. S. Wong and Stefanie Tellex year = 2018 booktitle = Robotics: Science and Systems }
@inproceedings{Yi2018, title = {Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding} authors = Kexin Yi and Jiajun Wu and Chuang Gan and Antonio Torralba and Pushmeet Kohli and Joshua B. Tenenbaum year = 2018 booktitle = NIPS month = 10 URL = https://arxiv.org/abs/1810.02338v1 }
@article{Gauthier2018, title = {Word learning and the acquisition of syntactic--semantic overhypotheses} authors = Jon Gauthier and Roger Levy and Joshua B. Tenenbaum year = 2018 month = 05 URL = https://arxiv.org/abs/1805.04988 }
@inproceedings{Toussaint2018, title = Differentiable Physics and Stable Modes for Tool-Use and Manipulation Planning authors = Marc Toussaint and Kelsey R Allen and Kevin A Smith and Joshua B Tenenbaum year = 2018 booktitle = Robotics: Science and Systems month = June URL = http://www.roboticsproceedings.org/rss14/p44.pdf }
@article{Hengst2018, title = {Perceptual Context in Cognitive Hierarchies} authors = Bernhard Hengst and Maurice Pagnucco and David Rajaratnam and Claude Sammut and Michael Thielscher year = 2018 month = 01 URL = https://arxiv.org/abs/1801.02270v1 }
@phdthesis{Thomason2018, title = Continually Improving Grounded Natural Language Understanding through Human-Robot Dialog authors = Jesse Thomason year = 2018 school = The University of Texas at Austin month = May URL = http://www.cs.utexas.edu/users/ml/papers/thomason.thesis18.pdf }
@article{Wu2018, title = Building Generalizable Agents with a Realistic and Rich 3D Environment authors = Yi Wu and Yuxin Wu and Georgia Gkioxari and Yuandong Tian year = 2018 month = January URL = https://arxiv.org/abs/1801.02209v1 }
@article{Iyengar2018, title = {A dataset of 40K naturalistic 6-degree-of-freedom robotic grasp demonstrations} authors = Rajan Iyengar and Victor Reyes Osorio and Presish Bhattachan and Adrian Ragobar and Bryan Tripp year = 2018 month = 12 URL = https://arxiv.org/abs/1812.11683 }
@article{C\^ot\'e2018, title = TextWorld: A Learning Environment for Text-based Games authors = Marc-Alexandre C\^ot\'e and \'Akos K\'ad\'ar and Xingdi Yuan and Ben Kybartas and Tavian Barnes and Emery Fine and James Moore and Ruo Yu Tao and Matthew Hausknecht and Layla El Asri and Mahmoud Adada and Wendy Tay and Adam Trischler year = 2018 journal = ArXiv volume = abs/1806.11532 }
@article{Kumar2018, title = {Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs} authors = Sachin Kumar and Yulia Tsvetkov year = 2018 month = 12 URL = https://arxiv.org/abs/1812.04616 }
@article{Evans2018, title = Evidence for a mental health crisis in graduate education authors = Teresa M Evans and Lindsay Bira and Jazmin Beltran Gastelum and L Todd Weiss and Nathan L Vanderford year = 2018 journal = Nature Biotechnology pages = 282--284 volume = 36 URL = https://www.nature.com/articles/nbt.4089 }
@article{Neklyudov2018, title = {Variance Networks: When Expectation Does Not Meet Your Expectations} authors = Kirill Neklyudov and Dmitry Molchanov and Arsenii Ashukha and Dmitry Vetrov year = 2018 month = 03 URL = https://arxiv.org/abs/1803.03764 }
@inproceedings{Guo2018, title = Long Text Generation via Adversarial Training with Leaked Information authors = Jiaxian Guo and Sidi Lu and Han Cai and Weinan Zhang and Yong Yu and Jun Wang year = 2018 booktitle = AAAI URL = https://arxiv.org/abs/1709.08624 }
@article{Azulay2018, title = {Why do deep convolutional networks generalize so poorly to small image transformations?} authors = Aharon Azulay and Yair Weiss year = 2018 month = 05 URL = https://arxiv.org/abs/1805.12177 }
@inproceedings{Cohen2018, title = {Spherical CNNs} authors = Taco S. Cohen and Mario Geiger and Jonas Koehler and Max Welling year = 2018 booktitle = Proceedings of the 6th International Conference on Learning Representations (ICLR), 2018 month = 01 URL = https://arxiv.org/abs/1801.10130 }
@article{Izmailov2018, title = {Averaging Weights Leads to Wider Optima and Better Generalization} authors = Pavel Izmailov and Dmitrii Podoprikhin and Timur Garipov and Dmitry Vetrov and Andrew Gordon Wilson year = 2018 month = 03 URL = https://arxiv.org/abs/1803.05407 }
@inproceedings{Damen2018, title = Scaling Egocentric Vision: The EPIC-KITCHENS Dataset authors = Dima Damen and Hazel Doughty and Giovanni Maria Farinella and Sanja Fidler and Antonino Furnari and Evangelos Kazakos and Davide Moltisanti and Jonathan Munro and Toby Perrett and Will Price and Michael Wray year = 2018 booktitle = European Conference on Computer Vision (ECCV) URL = https://epic-kitchens.github.io/2018 }
@article{Liu2018, title = {Explainability by Parsing: Neural Module Tree Networks for Natural Language Visual Grounding} authors = Daqing Liu and Hanwang Zhang and Zheng-Jun Zha and Feng Wu year = 2018 month = 12 URL = https://arxiv.org/abs/1812.03299 }
@inproceedings{Yu2018, title = {Interactive Grounded Language Acquisition and Generalization in a 2D World} authors = Haonan Yu and Haichao Zhang and Wei Xu year = 2018 booktitle = ICLR month = 01 URL = https://arxiv.org/abs/1802.01433 }
@inproceedings{Chai2018, title = Language to Action: Towards Interactive Task Learning with Physical Agents authors = Joyce Y Chai and Qiaozi Gao and Lanbo She and Shaohua Yang and Sari Saba-Sadiya and Guangyue Xu year = 2018 booktitle = Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18) pages = 2 -- 9 URL = https://www.ijcai.org/proceedings/2018/0001.pdf }
@inproceedings{Weiss2018, title = {On the Practical Computational Power of Finite Precision RNNs for Language Recognition} authors = Gail Weiss and Yoav Goldberg and Eran Yahav year = 2018 booktitle = ACL month = 05 URL = https://arxiv.org/abs/1805.04908 }
@article{Liu2018, title = {DARTS: Differentiable Architecture Search} authors = Hanxiao Liu and Karen Simonyan and Yiming Yang year = 2018 month = 06 URL = https://arxiv.org/abs/1806.09055 }
@inproceedings{Yatskar2018, title = {A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC} authors = Mark Yatskar year = 2018 booktitle = Camera Ready Presented at NAACL '19 month = 09 URL = https://arxiv.org/abs/1809.10735 }
@inproceedings{Peters2018, title = {Dissecting Contextual Word Embeddings: Architecture and Representation} authors = Matthew E. Peters and Mark Neumann and Luke Zettlemoyer and Wen-tau Yih year = 2018 booktitle = EMNLP 2018 month = 08 URL = https://arxiv.org/abs/1808.08949v1 }
@inproceedings{Liu2018, title = An intriguing failing of convolutional neural networks and the coordconv solution authors = Rosanne Liu and Joel Lehman and Piero Molino and Felipe Petroski Such and Eric Frank and Alex Sergeev and Jason Yosinski year = 2018 booktitle = Proceedings of the 32nd International Conference on Neural Information Processing Systems pages = 9628-9639 }
@inproceedings{Bambach2018, title = Toddler-Inspired Visual Object Learning authors = Sven Bambach and David Crandall and Linda Smith and Chen Yu year = 2018 booktitle = Advances in Neural Information Processing Systems 31 pages = 1201--1210 URL = http://papers.nips.cc/paper/7396-toddler-inspired-visual-object-learning.pdf }
@inproceedings{Peters2018, title = {Deep contextualized word representations} authors = Matthew E. Peters and Mark Neumann and Mohit Iyyer and Matt Gardner and Christopher Clark and Kenton Lee and Luke Zettlemoyer year = 2018 booktitle = NAACL 2018 month = 02 URL = https://arxiv.org/abs/1802.05365 }
@inproceedings{Choi2018, title = {Q}u{AC}: Question Answering in Context authors = Eunsol Choi and He He and Mohit Iyyer and Mark Yatskar and Wen-tau Yih and Yejin Choi and Percy Liang and Luke Zettlemoyer year = 2018 booktitle = Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing URL = https://www.aclweb.org/anthology/D18-1241 }
@article{Hong2018, title = Learning to Compose and Reason with Language Tree Structures for Visual Grounding authors = Richard Hong and Daqing Liu and Xiaoyu Mo and Xiangnan He and Hanwang Zhang year = 2018 journal = {IEEE} Transactions on Pattern Analysis and Machine Intelligence month = August number = 8 volume = 14 URL = https://ieeexplore.ieee.org/abstract/document/8691415 }
@article{You2018, title = {GOLabeler: improving sequence-based large-scale protein function prediction by learning to rank} authors = Ronghui You and Zihan Zhang and Yi Xiong and Fengzhu Sun and Hiroshi Mamitsuka and Shanfeng Zhu year = 2018 journal = Bioinformatics month = 03 number = 14 pages = 2465-2473 volume = 34 doi = 10.1093/bioinformatics/bty130 URL = https://doi.org/10.1093/bioinformatics/bty130 }
@inproceedings{Suhr2019, title = A Corpus for Reasoning about Natural Language Grounded in Photographs authors = Alane Suhr and Stephanie Zhou and Ally Zhang and Iris Zhang and Huajun Bai and Yoav Artzi year = 2019 booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics month = ul, pages = 6418--6428 doi = 10.18653/v1/P19-1644 URL = https://www.aclweb.org/anthology/P19-1644 }
@inproceedings{Blukis2019, title = Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight authors = Valts Blukis and Yannick Terme and Eyvind Niklasson and Ross A. Knepper and Yoav Artzi year = 2019 booktitle = Conference on Robot Learning (CoRL) }
@article{Ilharco2019, title = {Large-scale representation learning from visually grounded untranscribed speech} authors = Gabriel Ilharco and Yuan Zhang and Jason Baldridge year = 2019 journal = arXiv:1909.08782 month = 09 URL = https://arxiv.org/abs/1909.08782 }
@inproceedings{Tan2019, title = {Expressing Visual Relationships via Language} authors = Hao Tan and Franck Dernoncourt and Zhe Lin and Trung Bui and Mohit Bansal year = 2019 booktitle = ACL 2019 (11 pages) month = 06 URL = https://arxiv.org/abs/1906.07689 }
@inproceedings{Lei2019, title = TVQA+: Spatio-Temporal Grounding for Video Question Answering authors = Jie Lei and Licheng Yu and Tamara L Berg and Mohit Bansal year = 2019 booktitle = Tech Report, arXiv }
@inproceedings{Tan2019, title = {LXMERT: Learning Cross-Modality Encoder Representations from Transformers} authors = Hao Tan and Mohit Bansal year = 2019 booktitle = EMNLP month = 08 URL = https://arxiv.org/abs/1908.07490 }
@inproceedings{Yu2019, title = {Multi-Target Embodied Question Answering} authors = Licheng Yu and Xinlei Chen and Georgia Gkioxari and Mohit Bansal and Tamara L. Berg and Dhruv Batra year = 2019 booktitle = 10 pages, 6 figures month = 04 URL = https://arxiv.org/abs/1904.04686v1 }
@inproceedings{Wijmans2019, title = {Embodied Question Answering in Photorealistic Environments with Point Cloud Perception} authors = Erik Wijmans and Samyak Datta and Oleksandr Maksymets and Abhishek Das and Georgia Gkioxari and Stefan Lee and Irfan Essa and Devi Parikh and Dhruv Batra year = 2019 booktitle = CVPR month = 04 URL = https://arxiv.org/abs/1904.03461 }
@article{Savva2019, title = {Habitat: A Platform for Embodied AI Research} authors = Manolis Savva and Abhishek Kadian and Oleksandr Maksymets and Yili Zhao and Erik Wijmans and Bhavana Jain and Julian Straub and Jia Liu and Vladlen Koltun and Jitendra Malik and Devi Parikh and Dhruv Batra year = 2019 month = 04 URL = https://arxiv.org/abs/1904.01201v1 }
@inproceedings{Savva2019, title = Habitat: A Platform for Embodied AI Research authors = Manolis Savva and Abhishek Kadian and Oleksandr Maksymets and Yili Zhao and Erik Wijmans and Bhavana Jain and Julian Straub and Jia Liu and Vladlen Koltun and Jitendra Malik and Devi Parikh and Dhruv Batra year = 2019 booktitle = International Conference on Computer Vision (ICCV) URL = https://research.fb.com/publications/habitat-a-platform-for-embodied-ai-research/ }
@inproceedings{Hahn2019, title = Character-based Surprisal as a Model of Reading Difficulty in the Presence of Errors authors = Michael Hahn and Frank Keller and Yonatan Bisk and Yonatan Belinkov year = 2019 booktitle = The 41st Annual Meeting of the Cognitive Science Society }
@inproceedings{Geva2019, title = Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets authors = Mor Geva and Yoav Goldberg and Jonathan Berant year = 2019 booktitle = EMNLP-IJCNLP URL = https://arxiv.org/abs/1908.07898 }
@inproceedings{Talmor2019, title = {C}ommonsense{QA}: A Question Answering Challenge Targeting Commonsense Knowledge authors = Alon Talmor and Jonathan Herzig and Nicholas Lourie and Jonatha Berant and Alon Talmor and Jonathan Herzig and Nicholas Lourie and Jonathan Berant year = 2019 booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) month = jun pages = 4149--4158 URL = https://www.aclweb.org/anthology/N19-1421 }
@inproceedings{Gurari2019, title = VizWiz-Priv: A Dataset for Recognizing the Presence and Purpose of Private Visual Information in Images Taken by Blind People authors = Danna Gurari and Qing Li and Chi Lin and Yinan Zhao and Anhong Guo and Abigale Stangl and Jeffrey P. Bigham year = 2019 booktitle = CVPR 2019 }
@inproceedings{Matthews2019, title = {Word2vec to behavior: morphology facilitates the grounding of language in machines} authors = David Matthews and Sam Kriegman and Collin Cappelle and Josh Bongard year = 2019 booktitle = IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) month = 08 URL = https://arxiv.org/abs/1908.01211 }
@article{Wolf2019, title = HuggingFace's Transformers: State-of-the-art Natural Language Processing authors = Thomas Wolf and Lysandre Debut and Victor Sanh and Julien Chaumond and Clement Delangue and Anthony Moi and Pierric Cistac and Tim Rault and Rémi Louf and Morgan Funtowicz and Jamie Brew year = 2019 URL = https://arxiv.org/abs/1910.03771 }
@article{Bachman2019, title = {Learning Representations by Maximizing Mutual Information Across Views} authors = Philip Bachman and R Devon Hjelm and William Buchwalter year = 2019 month = 06 URL = https://arxiv.org/abs/1906.00910 }
@inproceedings{Li2019, title = {VisualBERT: A Simple and Performant Baseline for Vision and Language} authors = Liunian Harold Li and Mark Yatskar and Da Yin and Cho-Jui Hsieh and Kai-Wei Chang year = 2019 booktitle = Work in Progress month = 08 URL = https://arxiv.org/abs/1908.03557 }
@article{Lample2019, title = Deep Learning for Symbolic Mathematics authors = Guillaume Lample and François Charton year = 2019 journal = arXiv:1912.01412 URL = https://arxiv.org/abs/1912.01412 }
@inproceedings{Liu2019, title = {CAGE: Context-Aware Grasping Engine} authors = Weiyu Liu and Angel Daruna and Sonia Chernova year = 2019 booktitle = 2020 International Conference on Robotics and Automation (ICRA 2020) month = 09 URL = https://arxiv.org/abs/1909.11142 }
@inproceedings{Nair2019, title = {Tool Macgyvering: Tool Construction Using Geometric Reasoning} authors = Lakshmi Nair and Jonathan Balloch and Sonia Chernova year = 2019 booktitle = International Conference on Robotics and Automation 2019 month = 02 URL = https://arxiv.org/abs/1902.03666 }
@inproceedings{Daruna2019, title = {RoboCSE: Robot Common Sense Embedding} authors = Angel Daruna and Weiyu Liu and Zsolt Kira and Sonia Chernova year = 2019 booktitle = ICRA month = 03 URL = https://arxiv.org/abs/1903.00412 }
@inproceedings{Zellers2019, title = HellaSwag: Can a Machine Really Finish Your Sentence? authors = Rowan Zellers and Ari Holtzman and Yonatan Bisk and Ali Farhadi and Yejin Choi year = 2019 booktitle = Proceedings of the Association for Computational Linguistics }
@inproceedings{Zellers2019, title = Defending Against Neural Fake News authors = Rowan Zellers and Ari Holtzman and Hannah Rashkin and Yonatan Bisk and Ali Farhadi and Franziska Roesner and Yejin Choi year = 2019 booktitle = Thirty-third Conference on Neural Information Processing Systems }
@inproceedings{Sap2019, title = SocialIQA: Commonsense Reasoning about Social Interactions authors = Maarten Sap and Hannah Rashkin and Derek Chen and Ronan LeBras and Yejin Choi year = 2019 booktitle = EMNLP month = 04 URL = https://arxiv.org/abs/1904.09728 }
@inproceedings{Forbes2019, title = Do Neural Language Representations Learn Physical Commonsense? authors = Maxwell Forbes and Ari Holtzman and Yejin Choi year = 2019 booktitle = Annual Conference of the Cognitive Science Society (CogSci 2019)The Proceedings of the 41st Annual Conference of the Cognitive Science Society (CogSci 2019) month = 08 URL = https://arxiv.org/abs/1908.02899v1 }
@article{Sakaguchi2019, title = WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale authors = Keisuke Sakaguchi and Ronan Le Bras and Chandra Bhagavatula and Yejin Choi year = 2019 month = 07 URL = https://arxiv.org/abs/1907.10641 }
@inproceedings{Bosselut2019, title = {COMET: Commonsense Transformers for Automatic Knowledge Graph Construction} authors = Antoine Bosselut and Hannah Rashkin and Maarten Sap and Chaitanya Malaviya and Asli Celikyilmaz and Yejin Choi year = 2019 booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL) month = 06 URL = https://arxiv.org/abs/1906.05317 }
@inproceedings{Zellers2019, title = From Recognition to Cognition: Visual Commonsense Reasoning authors = Rowan Zellers and Yonatan Bisk and Ali Farhadi and Yejin Choi year = 2019 booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) URL = http://visualcommonsense.com/ }
@inproceedings{Bisk2019, title = Benchmarking Hierarchical Script Knowledge authors = Yonatan Bisk and Jan Buys and Karl Pichotta and Yejin Choi year = 2019 booktitle = Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics }
@article{Claraco2019, title = A tutorial on SE(3) transformation parameterizations and on-manifold optimization authors = Jos{\'e} Luis Blanco Claraco year = 2019 journal = Universidad de M{\`a}alaga month = 3 URL = http://ingmec.ual.es/~jlblanco/papers/jlblanco2010geometry3D_techrep.pdf }
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@inproceedings{Su2019, title = {VL-BERT: Pre-training of Generic Visual-Linguistic Representations} authors = Weijie Su and Xizhou Zhu and Yue Cao and Bin Li and Lewei Lu and Furu Wei and Jifeng Dai year = 2019 booktitle = Work in progress month = 08 URL = https://arxiv.org/abs/1908.08530v1 }
@article{Materzynska2019, title = {Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks} authors = Joanna Materzynska and Tete Xiao and Roei Herzig and Huijuan Xu and Xiaolong Wang and Trevor Darrell year = 2019 journal = arXiv:1912.09930 month = 12 URL = https://arxiv.org/abs/1912.09930 }
@inproceedings{Herzig2019, title = Spatio-Temporal Action Graph Networks authors = Roei Herzig and Elad Levi and Huijuan Xu and Hang Gao and Eli Brosh and Xiaolong Wang and Amir Globerson and Trevor Darrell year = 2019 booktitle = The IEEE International Conference on Computer Vision (ICCV) Workshops month = Oct }
@inproceedings{Hafner2019, title = Learning Latent Dynamics for Planning from Pixels authors = Danijar Hafner and Timothy Lillicrap and Ian Fischer and Ruben Villegas and David Ha and Honglak Lee and James Davidson year = 2019 booktitle = International Conference on Machine Learning pages = 2555--2565 }
@article{Zhang2019, title = {Multimodal Intelligence: Representation Learning, Information Fusion, and Applications} authors = Chao Zhang and Zichao Yang and Xiaodong He and Li Deng year = 2019 journal = arXiv:1911.03977 month = 11 URL = https://arxiv.org/abs/1911.03977 }
@article{Chen2019, title = {Multi-hop Question Answering via Reasoning Chains} authors = Jifan Chen and Shih-ting Lin and Greg Durrett year = 2019 journal = arXiv:1910.02610 month = 10 URL = https://arxiv.org/abs/1910.02610 }
@inproceedings{Pathak2019, title = Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity authors = Deepak Pathak and Chris Lu and Trevor Darrell and Phillip Isola and Alexei A. Efros year = 2019 booktitle = NeurIPS URL = https://arxiv.org/abs/1902.05546 }
@inproceedings{Li2019, title = Specializing Word Embeddings (for Parsing) by Information Bottleneck authors = Xiang Lisa Li and Jason Eisner year = 2019 booktitle = Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) month = ov, pages = 2744--2754 doi = 10.18653/v1/D19-1276 URL = https://www.aclweb.org/anthology/D19-1276 }
@inproceedings{Lin2019, title = Neural Finite-State Transducers: Beyond Rational Relations authors = Chu-Cheng Lin and Hao Zhu and Matthew R. Gormley and Jason Eisner year = 2019 booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) month = un, pages = 272--283 URL = https://www.aclweb.org/anthology/N19-1024 }
@inproceedings{Nikolaus2019, title = Compositional Generalization in Image Captioning authors = Mitja Nikolaus and Mostafa Abdou and Matthew Lamm and Rahul Aralikatte and Desmond Elliott year = 2019 booktitle = CoNLL URL = https://arxiv.org/abs/1909.04402 }
@article{Wijnen2019, title = Now We’re Talking: Learning by Explaining Your Reasoning to a Social Robot authors = Frances M. Wijnen and Daniel P. Davison and Dennis Reidsma and Jan Van Der Meij and Vicky Charisi and Vanessa Evers year = 2019 journal = J. Hum.-Robot Interact. month = ec, number = 1 volume = 9 doi = 10.1145/3345508 URL = https://doi.org/10.1145/3345508 }
@inproceedings{Mi2019, title = Meta-Learning for Low-resource Natural Language Generation in Task-oriented Dialogue Systems authors = Fei Mi and Minlie Huang and Jiyong Zhang and Boi Faltings year = 2019 booktitle = IJCAI URL = https://arxiv.org/abs/1905.05644 }
@inproceedings{Fang2019, title = Dynamics Learning with Cascaded Variational Inference for Multi-Step Manipulation authors = Kuan Fang and Yuke Zhu and Animesh Garg and Silvio Savarese and Li Fei-Fei year = 2019 booktitle = Conference on Robot Learning (CoRL) }
@inproceedings{Feldman2019, title = {Does Learning Require Memorization? A Short Tale about a Long Tail} authors = Vitaly Feldman year = 2019 booktitle = Added illustrations, significantly revised introduction, discussion and the section on memorization month = 06 URL = https://arxiv.org/abs/1906.05271 }
@article{Takikawa2019, title = Gated-SCNN: Gated Shape CNNs for Semantic Segmentation authors = Towaki Takikawa and David Acuna and Varun Jampani and Sanja Fidler year = 2019 month = 07 URL = https://arxiv.org/abs/1907.05740 }
@inproceedings{Dasari2019, title = {RoboNet: Large-Scale Multi-Robot Learning} authors = Sudeep Dasari and Frederik Ebert and Stephen Tian and Suraj Nair and Bernadette Bucher and Karl Schmeckpeper and Siddharth Singh and Sergey Levine and Chelsea Finn year = 2019 booktitle = Conference on Robot Learning (CoRL) month = 10 URL = https://arxiv.org/abs/1910.11215 }
@article{Xie2019, title = {Improvisation through Physical Understanding: Using Novel Objects as Tools with Visual Foresight} authors = Annie Xie and Frederik Ebert and Sergey Levine and Chelsea Finn year = 2019 month = 04 URL = https://arxiv.org/abs/1904.05538 }
@article{Schmeckpeper2019, title = {Learning Predictive Models From Observation and Interaction} authors = Karl Schmeckpeper and Annie Xie and Oleh Rybkin and Stephen Tian and Kostas Daniilidis and Sergey Levine and Chelsea Finn year = 2019 journal = arXiv:1912.12773 month = 12 URL = https://arxiv.org/abs/1912.12773 }
@article{Jiang2019, title = {Language as an Abstraction for Hierarchical Deep Reinforcement Learning} authors = Yiding Jiang and Shixiang Gu and Kevin Murphy and Chelsea Finn year = 2019 month = 06 URL = https://arxiv.org/abs/1906.07343 }
@inproceedings{Mousavian2019, title = 6-DOF GraspNet: Variational Grasp Generation for Object Manipulation authors = Arsalan Mousavian and Clemens Eppner and Dieter Fox year = 2019 booktitle = ICCV URL = https://arxiv.org/abs/1905.10520 }
@inproceedings{Walsman2019, title = Early Fusion for Goal Directed Robotic Vision authors = Aaron Walsman and Yonatan Bisk and Saadia Gabriel and Dipendra Misra and Yoav Artzi and Yejin Choi and Dieter Fox year = 2019 booktitle = Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems URL = https://arxiv.org/abs/1811.08824 }
@inproceedings{Paxton2019, title = Prospection: Interpretable Plans From Language By Predicting the Future authors = Chris Paxton and Yonatan Bisk and Jesse Thomason and Arunkumar Byravan and Dieter Fox year = 2019 booktitle = Proceedings of the International Conference on Robotics and Automation (ICRA) URL = https://arxiv.org/abs/1903.08309 }
@inproceedings{Xie2019, title = The Best of Both Modes: Separately Leveraging RGB and Depth for Unseen Object Instance Segmentation authors = Christopher Xie and Yu Xiang and Arsalan Mousavian and Dieter Fox year = 2019 booktitle = Conference on Robot Learning (CoRL) URL = https://arxiv.org/abs/1907.13236 }
@inproceedings{Pierrot2019, title = Learning Compositional Neural Programs with Recursive Tree Search and Planning authors = Thomas Pierrot and Guillaume Ligner and Scott E Reed and Olivier Sigaud and Nicolas Perrin and Alexandre Laterre and David Kas and Karim Beguir and Nando de Freitas year = 2019 booktitle = Advances in Neural Information Processing Systems 32 pages = 14646--14656 URL = http://papers.nips.cc/paper/9608-learning-compositional-neural-programs-with-recursive-tree-search-and-planning.pdf }
@article{Zhou2019, title = The CAFA challenge reports improved protein function prediction and new functional annotations for hundreds of genes through experimental screens authors = Naihui Zhou and Yuxiang Jiang and Timothy R. Bergquist and Alexandra J. Lee and Balint Z. Kacsoh and Alex W. Crocker and Kimberley A. Lewis and George Georghiou and Huy N. Nguyen and Md Nafiz Hamid and Larry Davis and Tunca Dogan and Volkan Atalay and Ahmet S. Rifaioglu and Alperen Dalkıran and Rengul Cetin Atalay and Chengxin Zhang and Rebecca L. Hurto and Peter L. Freddolino and Yang Zhang and Prajwal Bhat and Fran Supek and José M. Fernández and Branislava Gemovic and Vladimir R. Perovic and Radoslav S. Davidović and Neven Sumonja and Nevena Veljkovic and Ehsaneddin Asgari and Mohammad R. K. Mofrad and Giuseppe Profiti and Castrense Savojardo and Pier Luigi Martelli and Rita Casadio and Florian Boecker and Heiko Schoof and Indika Kahanda and Natalie Thurlby and Alice C. McHardy and Alexandre Renaux and Rabie Saidi and Julian Gough and Alex A. Freitas and Magdalena Antczak and Fabio Fabris and Mark N. Wass and Jie Hou and Jianlin Cheng and Zheng Wang and Alfonso E. Romero and Alberto Paccanaro and Haixuan Yang and Tatyana Goldberg and Chenguang Zhao and Liisa Holm and Petri Törönen and Alan J. Medlar and Elaine Zosa and Itamar Borukhov and Ilya Novikov and Angela Wilkins and Olivier Lichtarge and Po-Han Chi and Wei-Cheng Tseng and Michal Linial and Peter W. Rose and Christophe Dessimoz and Vedrana Vidulin and Saso Dzeroski and Ian Sillitoe and Sayoni Das and Jonathan Gill Lees and David T. Jones and Cen Wan and Domenico Cozzetto and Rui Fa and Mateo Torres and Alex Warwick Vesztrocy and Jose Manuel Rodriguez and Michael L. Tress and Marco Frasca and Marco Notaro and Giuliano Grossi and Alessandro Petrini and Matteo Re and Giorgio Valentini and Marco Mesiti and Daniel B. Roche and Jonas Reeb and David W. Ritchie and Sabeur Aridhi and Seyed Ziaeddin Alborzi and Marie-Dominique Devignes and Da Chen Emily Koo and Richard Bonneau and Vladimir Gligorijević and Meet Barot and Hai Fang and Stefano Toppo and Enrico Lavezzo and Marco Falda and Michele Berselli and Silvio C. E. Tosatto and Marco Carraro and Damiano Piovesan and Hafeez Ur Rehman and Qizhong Mao and Shanshan Zhang and Slobodan Vucetic and Gage S. Black and Dane Jo and Erica Suh and Jonathan B. Dayton and Dallas J. Larsen and Ashton R. Omdahl and Liam J. McGuffin and Danielle A. Brackenridge and Patricia C. Babbitt and Jeffrey M. Yunes and Paolo Fontana and Feng Zhang and Shanfeng Zhu and Ronghui You and Zihan Zhang and Suyang Dai and Shuwei Yao and Weidong Tian and Renzhi Cao and Caleb Chandler and Miguel Amezola and Devon Johnson and Jia-Ming Chang and Wen-Hung Liao and Yi-Wei Liu and Stefano Pascarelli and Yotam Frank and Robert Hoehndorf and Maxat Kulmanov and Imane Boudellioua and Gianfranco Politano and Stefano Di Carlo and Alfredo Benso and Kai Hakala and Filip Ginter and Farrokh Mehryary and Suwisa Kaewphan and Jari Björne and Hans Moen and Martti E. E. Tolvanen and Tapio Salakoski and Daisuke Kihara and Aashish Jain and Tomislav Šmuc and Adrian Altenhoff and Asa Ben-Hur and Burkhard Rost and Steven E. Brenner and Christine A. Orengo and Constance J. Jeffery and Giovanni Bosco and Deborah A. Hogan and Maria J. Martin and Claire O’Donovan and Sean D. Mooney and Casey S. Greene and Predrag Radivojac and Iddo Friedberg year = 2019 journal = Genome Biology number = 1 pages = 244 volume = 20 URL = https://doi.org/10.1186/s13059-019-1835-8 }
@inproceedings{Schlag2019, title = Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving authors = Imanol Schlag and Paul Smolensky and Roland Fernandez and Nebojsa Jojic and JÃŒrgen Schmidhuber and Jianfeng Gao year = 2019 booktitle = Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019 month = December URL = https://www.microsoft.com/en-us/research/publication/enhancing-the-transformer-with-explicit-relational-encoding-for-math-problem-solving/ }
@inproceedings{Zhou2019, title = Unified Vision-Language Pre-Training for Image Captioning and VQA authors = Luowei Zhou and Hamid Palangi and Lei Zhang and Houdong Hu and Jason J. Corso and Jianfeng Gao year = 2019 booktitle = Thirty-Fourth AAAI Conference on Artificial Intelligence URL = https://arxiv.org/abs/1909.11059 }
@inproceedings{Chen2019, title = Natural- to Formal-Language Generation using Tensor Product Representations authors = Kezhen Chen and Qiuyuan Huang and Hamid Palangi and Paul Smolensky and Kenneth D. Forbus and Jianfeng Gao year = 2019 booktitle = Thirty-third Conference on Neural Information Processing Systems (NeurIPS) 2019 month = December URL = https://www.microsoft.com/en-us/research/publication/natural-to-formal-language-generation-using-tensor-product-representations/ }
@inproceedings{Wallace2019, title = Do NLP Models Know Numbers? Probing Numeracy in Embedding authors = Eric Wallace and Yizhong Wang and Sujian Li and Sameer Singh and Matt Gardner year = 2019 booktitle = EMNLP-IJCNLP }
@article{Lázaro-Gredilla2019, title = Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs authors = Miguel Lázaro-Gredilla and Dianhuan Lin and J. Swaroop Guntupalli and Dileep George year = 2019 journal = Science Robotics volume = 4 URL = https://robotics.sciencemag.org/content/4/26/eaav3150.full }
@article{Bakhtin2019, title = PHYRE: A New Benchmark for Physical Reasoning authors = Anton Bakhtin and Laurens van der Maaten and Justin Johnson and Laura Gustafson and Ross Girshick year = 2019 URL = https://arxiv.org/abs/1908.05656 }
@inproceedings{Fu2019, title = {From Language to Goals: Inverse Reinforcement Learning for Vision-Based Instruction Following} authors = Justin Fu and Anoop Korattikara and Sergey Levine and Sergio Guadarrama year = 2019 booktitle = ICLR month = 02 URL = https://arxiv.org/abs/1902.07742v1 }
@article{Murali2019, title = {PyRobot: An Open-source Robotics Framework for Research and Benchmarking} authors = Adithyavairavan Murali and Tao Chen and Kalyan Vasudev Alwala and Dhiraj Gandhi and Lerrel Pinto and Saurabh Gupta and Abhinav Gupta year = 2019 month = 06 URL = https://arxiv.org/abs/1906.08236 }
@inproceedings{Freeman2019, title = Learning to Predict Without Looking Ahead: World Models Without Forward Prediction authors = C. Daniel Freeman and Luke Metz and David Ha year = 2019 booktitle = Thirty-third Conference on Neural Information Processing Systems URL = https://arxiv.org/abs/1910.13038 }
@article{Qi2019, title = {REVERIE: Remote Embodied Visual Referring Expression in Real Indoor Environments} authors = Yuankai Qi and Qi Wu and Peter Anderson and Xin Wang and William Yang Wang and Chunhua Shen and Anton van den Hengel year = 2019 journal = arXiv:1904.10151 month = 04 URL = https://arxiv.org/abs/1904.10151 }
@article{Kulmanov2019, title = {DeepGOPlus: improved protein function prediction from sequence} authors = Maxat Kulmanov and Robert Hoehndorf year = 2019 journal = Bioinformatics month = 07 number = 2 pages = 422-429 volume = 36 doi = 10.1093/bioinformatics/btz595 URL = https://doi.org/10.1093/bioinformatics/btz595 }
@inproceedings{Gupta2019, title = {ViCo: Word Embeddings from Visual Co-occurrences} authors = Tanmay Gupta and Alexander Schwing and Derek Hoiem year = 2019 booktitle = ICCV month = 08 URL = https://arxiv.org/abs/1908.08527 }
@article{Jaques2019, title = Physics-as-Inverse-Graphics: Joint Unsupervised Learning of Objects and Physics from Video authors = Miguel Jaques and Michael Burke and Timothy Hospedales year = 2019 journal = arXiv:1905.11169v1 URL = https://arxiv.org/abs/1905.11169v1 }
@inproceedings{Patki2019, title = {Inferring Compact Representations for Efficient Natural Language Understanding of Robot Instructions} authors = Siddharth Patki and Andrea F. Daniele and Matthew R. Walter and Thomas M. Howard year = 2019 booktitle = Accepted to ICRA 2019 month = 03 URL = https://arxiv.org/abs/1903.09243 }
@inproceedings{Eskenazi2019, title = Beyond Turing: Intelligent Agents Centered on the User authors = Maxine Eskenazi and Shikib Mehri and Evgeniia Razumovskaia and Tiancheng Zhao and Dialog Research Center and Language Technologies Institute year = 2019 URL = https://arxiv.org/abs/1901.06613 }
@article{Vapnik2019, title = Rethinking statistical learning theory: learning using statistical invariants authors = Vladimir Vapnik and Rauf Izmailov year = 2019 journal = Machine Learning number = 3 pages = 381--423 volume = 108 URL = https://doi.org/10.1007/s10994-018-5742-0 }
@article{Fayek2019, title = Temporal Reasoning via Audio Question Answering authors = Haytham M. Fayek and Justin Johnson year = 2019 URL = https://arxiv.org/abs/1911.09655 }
@article{Lample2019, title = Large Memory Layers with Product Keys authors = Guillaume Lample and Alexandre Sablayrolles and Marc'Aurelio Ranzato and Ludovic Denoyer and Herv{\'e} J{\'e}gou year = 2019 URL = https://arxiv.org/abs/1907.05242 }
@inproceedings{Hahn2019, title = Self-Routing Capsule Networks authors = Taeyoung Hahn and Myeongjang Pyeon and Gunhee Kim year = 2019 booktitle = Advances in Neural Information Processing Systems 32 pages = 7656--7665 URL = http://papers.nips.cc/paper/8982-self-routing-capsule-networks.pdf }
@inproceedings{Zhou2019, title = {Does computer vision matter for action?} authors = Brady Zhou and Philipp Kr{\"a}henb{\"u}hl and Vladlen Koltun year = 2019 booktitle = Published in Science Robotics, 4(30), May 2019 month = 05 URL = https://arxiv.org/abs/1905.12887v1 }
@misc{Kroemer2019, title = A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms authors = Oliver Kroemer and Scott Niekum and George Konidaris year = 2019 URL = https://arxiv.org/abs/1907.03146 }
@article{Gandhi2019, title = {Mutual exclusivity as a challenge for neural networks} authors = Kanishk Gandhi and Brenden M. Lake year = 2019 month = 06 URL = https://arxiv.org/abs/1906.10197 }
@article{Xie2019, title = Self-training with Noisy Student improves ImageNet classification authors = Qizhe Xie and Eduard Hovy and Minh-Thang Luong and Quoc V. Le year = 2019 URL = https://arxiv.org/abs/1911.04252 }
@misc{Tan2019, title = EfficientDet: Scalable and Efficient Object Detection authors = Mingxing Tan and Ruoming Pang and Quoc V. Le year = 2019 URL = https://arxiv.org/abs/1911.09070 }
@inproceedings{Tan2019, title = {EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks} authors = Mingxing Tan and Quoc V. Le year = 2019 booktitle = ICML month = 05 URL = https://arxiv.org/abs/1905.11946 }
@article{Lu2019, title = {12-in-1: Multi-Task Vision and Language Representation Learning} authors = Jiasen Lu and Vedanuj Goswami and Marcus Rohrbach and Devi Parikh and Stefan Lee year = 2019 journal = arxiv:1912.02315 month = 12 URL = https://arxiv.org/abs/1912.02315 }
@article{Anderson2019, title = {Chasing Ghosts: Instruction Following as Bayesian State Tracking} authors = Peter Anderson and Ayush Shrivastava and Devi Parikh and Dhruv Batra and Stefan Lee year = 2019 month = 07 URL = https://arxiv.org/abs/1907.02022 }
@inproceedings{Lu2019, title = {ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks} authors = Jiasen Lu and Dhruv Batra and Devi Parikh and Stefan Lee year = 2019 booktitle = 11 pages, 5 figures month = 08 URL = https://arxiv.org/abs/1908.02265 }
@article{Greff2019, title = {Multi-Object Representation Learning with Iterative Variational Inference} authors = Klaus Greff and Rapha{\"e}l Lopez Kaufmann and Rishab Kabra and Nick Watters and Chris Burgess and Daniel Zoran and Loic Matthey and Matthew Botvinick and Alexander Lerchner year = 2019 month = 03 URL = https://arxiv.org/abs/1903.00450 }
@article{Burgess2019, title = {MONet: Unsupervised Scene Decomposition and Representation} authors = Christopher P. Burgess and Loic Matthey and Nicholas Watters and Rishabh Kabra and Irina Higgins and Matt Botvinick and Alexander Lerchner year = 2019 month = 01 URL = https://arxiv.org/abs/1901.11390 }
@article{Wu2019, title = {LOGAN: Latent Optimisation for Generative Adversarial Networks} authors = Yan Wu and Jeff Donahue and David Balduzzi and Karen Simonyan and Timothy Lillicrap year = 2019 journal = arXiv:1912.00953 month = 12 URL = https://arxiv.org/abs/1912.00953 }
@article{Wang2019, title = {Learning Robust Global Representations by Penalizing Local Predictive Power} authors = Haohan Wang and Songwei Ge and Eric P. Xing and Zachary C. Lipton year = 2019 journal = arXiv:1905.13549 month = 05 URL = https://arxiv.org/abs/1905.13549 }
@article{Kumar2019, title = {Estimating Mass Distribution of Articulated Objects through Non-prehensile Manipulation} authors = K. Niranjan Kumar and Irfan Essa and C. Karen Liu year = 2019 journal = arXiv:1907.03964 month = 07 URL = https://arxiv.org/abs/1907.03964 }
@article{Raffel2019, title = {Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer} authors = Colin Raffel and Noam Shazeer and Adam Roberts and Katherine Lee and Sharan Narang and Michael Matena and Yanqi Zhou and Wei Li and Peter J. Liu year = 2019 month = 10 URL = https://arxiv.org/abs/1910.10683 }
@inproceedings{Shi2019, title = {Visually Grounded Neural Syntax Acquisition} authors = Haoyue Shi and Jiayuan Mao and Kevin Gimpel and Karen Livescu year = 2019 booktitle = To appear at ACL 2019 month = 06 URL = https://arxiv.org/abs/1906.02890v1 }
@article{Li2019, title = HAKE: Human Activity Knowledge Engine authors = Yong-Lu Li and Liang Xu and Xinpeng Liu and Xijie Huang and Yue Xu and Mingyang Chen and Ze Ma and Shiyi Wang and Hao-Shu Fang and Cewu Lu year = 2019 journal = arXiv:1904.06539 URL = https://arxiv.org/abs/1904.06539 }
@article{Ilyas2019, title = {Adversarial Examples Are Not Bugs, They Are Features} authors = Andrew Ilyas and Shibani Santurkar and Dimitris Tsipras and Logan Engstrom and Brandon Tran and Aleksander Madry year = 2019 journal = arXiv:1905.02175 month = 05 URL = https://arxiv.org/abs/1905.02175 }
@inproceedings{Qi2019, title = {Answering Complex Open-domain Questions Through Iterative Query Generation} authors = Peng Qi and Xiaowen Lin and Leo Mehr and Zijian Wang and Christopher D. Manning year = 2019 booktitle = EMNLP-IJCNLP 2019. Xiaowen Lin, Leo Mehr, and Zijian Wang contributed equally. GitHub: https://github.com/qipeng/golden-retriever month = 10 URL = https://arxiv.org/abs/1910.07000 }
@inproceedings{Clark2019, title = {What Does BERT Look At? An Analysis of BERT's Attention} authors = Kevin Clark and Urvashi Khandelwal and Omer Levy and Christopher D. Manning year = 2019 booktitle = BlackBoxNLP 2019 month = 06 URL = https://arxiv.org/abs/1906.04341 }
@article{Reddy2019, title = {C}o{QA}: A Conversational Question Answering Challenge authors = Siva Reddy and Danqi Chen and Christopher D. Manning year = 2019 journal = Transactions of the Association for Computational Linguistics month = mar pages = 249--266 volume = 7 URL = https://www.aclweb.org/anthology/Q19-1016 }
@inproceedings{Hudson2019, title = {Learning by Abstraction: The Neural State Machine} authors = Drew A. Hudson and Christopher D. Manning year = 2019 booktitle = NeurIPS month = 07 URL = https://arxiv.org/abs/1907.03950 }
@inproceedings{Hudson2019, title = {GQA: a new dataset for compositional question answering over real-world images} authors = Drew A. Hudson and Christopher D. Manning year = 2019 booktitle = CVPR month = 02 URL = https://arxiv.org/abs/1902.09506v1 }
@article{Tennenholtz2019, title = {The Natural Language of Actions} authors = Guy Tennenholtz and Shie Mannor year = 2019 month = 02 URL = https://arxiv.org/abs/1902.01119 }
@article{Kaiser2019, title = {Model-Based Reinforcement Learning for Atari} authors = Lukasz Kaiser and Mohammad Babaeizadeh and Piotr Milos and Blazej Osinski and Roy H Campbell and Konrad Czechowski and Dumitru Erhan and Chelsea Finn and Piotr Kozakowski and Sergey Levine and Ryan Sepassi and George Tucker and Henryk Michalewski year = 2019 month = 03 URL = https://arxiv.org/abs/1903.00374 }
@article{Jolicoeur-Martineau2019, title = Connections between Support Vector Machines, Wasserstein distance and gradient-penalty GANs authors = Alexia Jolicoeur-Martineau and Ioannis Mitliagkas year = 2019 URL = https://arxiv.org/abs/1910.06922 }
@inproceedings{Gao2019, title = Does My Rebuttal Matter? Insights from a Major {NLP} Conference authors = Yang Gao and Steffen Eger and Ilia Kuznetsov and Iryna Gurevych and Yusuke Miyao year = 2019 booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) month = un, pages = 1274--1290 URL = https://www.aclweb.org/anthology/N19-1129 }
@inproceedings{Thomason2019, title = Improving Grounded Natural Language Understanding through Human-Robot Dialog authors = Jesse Thomason and Aishwarya Padmakumar and Jivko Sinapov and Nick Walker and Yuqian Jiang and Harel Yedidsion and Justin Hart and Peter Stone and Raymond J. Mooney year = 2019 booktitle = International Conference on Robotics and Automation (ICRA) }
@article{Goyal2019, title = {Using Natural Language for Reward Shaping in Reinforcement Learning} authors = Prasoon Goyal and Scott Niekum and Raymond J. Mooney year = 2019 month = 03 URL = https://arxiv.org/abs/1903.02020 }
@inproceedings{Zadeh2019, title = Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence authors = Amir Zadeh and Michael Chan and Paul Pu Liang and Edmund Tong and Louis-Philippe Morency year = 2019 booktitle = The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) month = June }
@article{Nguyen2019, title = {Deep Learning for Deepfakes Creation and Detection} authors = Thanh Thi Nguyen and Cuong M. Nguyen and Dung Tien Nguyen and Duc Thanh Nguyen and Saeid Nahavandi year = 2019 journal = arXiv:1909.11573 month = 09 URL = https://arxiv.org/abs/1909.11573 }
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@inproceedings{Bugliarello2019, title = Improving Neural Machine Translation with Parent-Scaled Self-Attention authors = Emanuele Bugliarello and Naoaki Okazaki year = 2019 URL = https://arxiv.org/abs/1909.03149 }
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@inproceedings{Zhou2019, title = {``}Going on a vacation{''} takes longer than {``}Going for a walk{''}: A Study of Temporal Commonsense Understanding authors = Ben Zhou and Daniel Khashabi and Qiang Ning and Dan Roth year = 2019 booktitle = Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) month = ov, pages = 3363--3369 doi = 10.18653/v1/D19-1332 URL = https://www.aclweb.org/anthology/D19-1332 }
@inproceedings{May2019, title = On Measuring Social Biases in Sentence Encoders authors = Chandler May and Alex Wang and Shikha Bordia and Samuel R. Bowman and Rachel Rudinger year = 2019 booktitle = Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) month = jun pages = 622--628 doi = 10.18653/v1/N19-1063 URL = https://www.aclweb.org/anthology/N19-1063 }
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@article{Ziegler2019, title = {Latent Normalizing Flows for Discrete Sequences} authors = Zachary M. Ziegler and Alexander M. Rush year = 2019 month = 01 URL = https://arxiv.org/abs/1901.10548 }
@inproceedings{Kim2019, title = Compound Probabilistic Context-Free Grammars for Grammar Induction authors = Yoon Kim and Chris Dyer and Alexander Rush year = 2019 booktitle = Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics month = jul pages = 2369--2385 doi = 10.18653/v1/P19-1228 }
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@article{Sun2019, title = {VideoBERT: A Joint Model for Video and Language Representation Learning} authors = Chen Sun and Austin Myers and Carl Vondrick and Kevin Murphy and Cordelia Schmid year = 2019 month = 04 URL = https://arxiv.org/abs/1904.01766v1 }
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@inproceedings{Cordonnier2020, title = On the Relationship between Self-Attention and Convolutional Layers authors = Jean-Baptiste Cordonnier and Andreas Loukas and Martin Jaggi year = 2020 booktitle = International Conference on Learning Representations URL = https://openreview.net/forum?id }
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@inproceedings{Kingston2020, title = Informing Multi-Modal Planning with Synergistic Discrete Leads authors = Zachary Kingston and Andrew M. Wells and Mark Moll and Lydia E. Kavraki year = 2020 booktitle = IEEE Intl. Conf. on Robotics and Automation }
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@inproceedings{Adiwardana2020, title = {Towards a Human-like Open-Domain Chatbot} authors = Daniel Adiwardana and Minh-Thang Luong and David R. So and Jamie Hall and Noah Fiedel and Romal Thoppilan and Zi Yang and Apoorv Kulshreshtha and Gaurav Nemade and Yifeng Lu and Quoc V. Le year = 2020 booktitle = arxiv month = 01 URL = https://arxiv.org/abs/2001.09977 }
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@inproceedings{Suglia2020, title = {C}omp{G}uess{W}hat?!: A Multi-task Evaluation Framework for Grounded Language Learning authors = Alessandro Suglia and Ioannis Konstas and Andrea Vanzo and Emanuele Bastianelli and Desmond Elliott and Stella Frank and Oliver Lemon year = 2020 booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics month = ul, pages = 7625--7641 URL = https://www.aclweb.org/anthology/2020.acl-main.682 }
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@inproceedings{Sun2020, title = Program Guided Agent authors = Shao-Hua Sun and Te-Lin Wu and Joseph J. Lim year = 2020 booktitle = International Conference on Learning Representations URL = https://openreview.net/forum?id }
@inproceedings{Kaushik2020, title = Learning The Difference That Makes A Difference With Counterfactually-Augmented Data authors = Divyansh Kaushik and Eduard Hovy and Zachary Lipton year = 2020 booktitle = International Conference on Learning Representations URL = https://openreview.net/forum?id }
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@article{Hofstra2020, title = The Diversity{\textendash}Innovation Paradox in Science authors = Bas Hofstra and Vivek V. Kulkarni and Sebastian Munoz-Najar Galvez and Bryan He and Dan Jurafsky and Daniel A. McFarland year = 2020 journal = Proceedings of the National Academy of Sciences doi = 10.1073/pnas.1915378117 URL = https://www.pnas.org/content/early/2020/04/10/1915378117 }
@inproceedings{Jin2020, title = Language to Network: Conditional Parameter Adaptation with Natural Language Descriptions authors = Tian Jin and Zhun Liu and Shengjia Yan and Alexandre Eichenberger and Louis-Philippe Morency year = 2020 booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics month = ul, pages = 6994--7007 URL = https://www.aclweb.org/anthology/2020.acl-main.625 }
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@inproceedings{Lowe2020, title = On the interaction between supervision and self-play in emergent communication authors = Ryan Lowe and Abhinav Gupta and Jakob Foerster and Douwe Kiela and Joelle Pineau year = 2020 booktitle = ICLR URL = https://arxiv.org/abs/2002.01093 }
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@inproceedings{Akula2020, title = Words Aren{'}t Enough, Their Order Matters: On the Robustness of Grounding Visual Referring Expressions authors = Arjun Akula and Spandana Gella and Yaser Al-Onaizan and Song-Chun Zhu and Siva Reddy year = 2020 booktitle = Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics month = ul, pages = 6555--6565 URL = https://www.aclweb.org/anthology/2020.acl-main.586 }
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@inproceedings{Chen2020, title = SLIDE : In Defense of Smart Algorithms over Hardware Acceleration for Large-Scale Deep Learning Systems authors = Beidi Chen and Tharun Medini and James Farwell and Sameh Gobriel and Charlie Tai and Anshumali Shrivastava year = 2020 booktitle = MLSys URL = https://arxiv.org/abs/1903.03129 }
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@article{Zhu2020, title = Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense authors = Yixin Zhu and Tao Gao and Lifeng Fan and Siyuan Huang and Mark Edmonds and Hangxin Liu and Feng Gao and Chi Zhang and Siyuan Qi and Ying Nian Wu and Joshua B. Tenenbaum and Song-Chun Zhu year = 2020 journal = Engineering doi = https://doi.org/10.1016/j.eng.2020.01.011 URL = http://www.sciencedirect.com/science/article/pii/S2095809920300345 }
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